{"id":181504,"date":"2026-01-08T13:39:33","date_gmt":"2026-01-08T13:39:33","guid":{"rendered":"https:\/\/flypix.ai\/?p=181504"},"modified":"2026-01-08T13:39:34","modified_gmt":"2026-01-08T13:39:34","slug":"lidar-vs-radar","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ar\/lidar-vs-radar\/","title":{"rendered":"\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0631\u0627\u062f\u0627\u0631: \u0645\u0627 \u0647\u0648 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u061f"},"content":{"rendered":"<p>\u0643\u062b\u064a\u0631\u0627\u064b \u0645\u0627 \u064a\u064f\u0630\u0643\u0631 \u0643\u0644 \u0645\u0646 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0645\u0639\u0627\u064b\u060c \u062e\u0627\u0635\u0629\u064b \u0641\u064a \u0627\u0644\u0646\u0642\u0627\u0634\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637\u060c \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0651\u0631\u0629\u060c \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u060c \u0623\u0648 \u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0628\u064a\u0626\u064a. \u0644\u0644\u0648\u0647\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649\u060c \u064a\u0628\u062f\u0648\u0627\u0646 \u0645\u062a\u0634\u0627\u0628\u0647\u064a\u0646. \u0641\u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u0642\u064a\u0633 \u0627\u0644\u0645\u0633\u0627\u0641\u0629\u060c \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u0645\u0633\u062d \u0627\u0644\u0628\u064a\u0626\u0627\u062a\u060c \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u0645\u0627\u062f\u064a \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0644\u0643\u0646 \u0639\u0646\u062f \u0627\u0644\u062a\u062f\u0642\u064a\u0642\u060c \u062a\u0628\u0631\u0632 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0628\u064a\u0646\u0647\u0645\u0627 \u0628\u0634\u0643\u0644\u064d \u0643\u0628\u064a\u0631.<\/p>\n\n\n\n<p>\u064a\u0643\u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u0631\u0624\u064a\u0629 \u0643\u0644 \u0645\u0646\u0647\u0645\u0627 \u0644\u0644\u0639\u0627\u0644\u0645. \u064a\u0639\u062a\u0645\u062f \u0646\u0638\u0627\u0645 LiDAR \u0639\u0644\u0649 \u0627\u0644\u0636\u0648\u0621\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u062c\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u064a\u0648\u064a\u0629. \u0647\u0630\u0627 \u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u0628\u0633\u064a\u0637 \u064a\u064f\u062d\u062f\u062f \u0643\u0644 \u0634\u064a\u0621\u060c \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0645\u062f\u0649 \u0648\u0635\u0648\u0644\u064b\u0627 \u0625\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u0623\u062f\u0627\u0621 \u0643\u0644 \u0646\u0638\u0627\u0645 \u0641\u064a \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629 \u0627\u0644\u0633\u064a\u0626\u0629. \u064a\u0633\u0627\u0639\u062f \u0641\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0639\u0644\u0649 \u062a\u062c\u0646\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646 \u0627\u0644\u062e\u0637\u0623\u060c \u0648\u0647\u0648 \u0645\u0627 \u064a\u062d\u062f\u062b \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0644\u0627\u0632\u0645. \u0641\u0644\u0646\u062a\u0639\u0645\u0642 \u0641\u064a \u0627\u0644\u0645\u0648\u0636\u0648\u0639.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0643\u064a\u0641 \u062a\u0631\u0649 \u062a\u0642\u0646\u064a\u062a\u0627 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u0639\u0627\u0644\u0645<\/h2>\n\n\n\n<p>\u0623\u0628\u0633\u0637 \u0637\u0631\u064a\u0642\u0629 \u0644\u0641\u0647\u0645 \u0627\u0644\u0641\u0631\u0642 \u0647\u064a \u0627\u0644\u0646\u0638\u0631 \u0625\u0644\u0649 \u0645\u0627 \u064a\u0631\u0633\u0644\u0647 \u0643\u0644 \u0646\u0638\u0627\u0645 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0626\u0629. \u064a\u0633\u062a\u062e\u062f\u0645 \u0646\u0638\u0627\u0645 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0627\u0644\u0636\u0648\u0621\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0645\u0648\u062c\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u064a\u0648. \u0647\u0630\u0627 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u0628\u0633\u064a\u0637 \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0643\u0644 \u0634\u064a\u0621 \u0622\u062e\u0631.<\/p>\n\n\n\n<p>\u062a\u064f\u0635\u062f\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0646\u0628\u0636\u0627\u062a \u0644\u064a\u0632\u0631\u064a\u0629\u060c \u0639\u0627\u062f\u0629\u064b \u0641\u064a \u0646\u0637\u0627\u0642 \u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0627\u0644\u0642\u0631\u064a\u0628\u0629. \u062a\u0635\u0637\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0646\u0628\u0636\u0627\u062a \u0628\u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0648\u062a\u0631\u062a\u062f. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u0642\u064a\u0627\u0633 \u0632\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0631\u062d\u0644\u0629 \u0630\u0647\u0627\u0628\u064b\u0627 \u0648\u0625\u064a\u0627\u0628\u064b\u0627\u060c \u064a\u062d\u0633\u0628 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u062c\u062f\u064b\u0627. \u0628\u062a\u0643\u0631\u0627\u0631 \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0645\u0631\u0627\u062a\u060c \u0646\u062d\u0635\u0644 \u0639\u0644\u0649 \u062a\u0645\u062b\u064a\u0644 \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0643\u062b\u064a\u0641 \u0644\u0644\u0645\u0634\u0647\u062f\u060c \u064a\u064f\u0637\u0644\u0642 \u0639\u0644\u064a\u0647 \u063a\u0627\u0644\u0628\u064b\u0627 \u0627\u0633\u0645 \u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0646\u0642\u0627\u0637.<\/p>\n\n\n\n<p>\u062a\u064f\u0631\u0633\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0645\u0648\u062c\u0627\u062a \u0631\u0627\u062f\u064a\u0648\u064a\u0629. \u062a\u0646\u062a\u0642\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0648\u062c\u0627\u062a \u0644\u0645\u0633\u0627\u0641\u0627\u062a \u0623\u0628\u0639\u062f \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0636\u0648\u0621\u060c \u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u0623\u0642\u0644 \u062a\u0623\u062b\u0631\u0627\u064b \u0628\u0627\u0644\u062a\u0634\u0648\u064a\u0634 \u0627\u0644\u0628\u064a\u0626\u064a. \u064a\u0642\u064a\u0633 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0628\u0646\u0641\u0633 \u0627\u0644\u0637\u0631\u064a\u0642\u0629\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u0633\u062a\u0637\u064a\u0639 \u0623\u064a\u0636\u0627\u064b \u0642\u064a\u0627\u0633 \u0627\u0644\u0633\u0631\u0639\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0631\u062f\u062f \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0639\u0646 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0627\u0644\u0645\u062a\u062d\u0631\u0643\u0629.<\/p>\n\n\n\n<p>\u064a\u0639\u062a\u0645\u062f \u0643\u0644\u0627\u0647\u0645\u0627 \u0639\u0644\u0649 \u0645\u0628\u062f\u0623 \u0632\u0645\u0646 \u0627\u0644\u0631\u062d\u0644\u0629. \u0648\u064a\u0643\u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u0635\u0631\u0641 \u0647\u0630\u0647 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0628\u0645\u062c\u0631\u062f \u0645\u063a\u0627\u062f\u0631\u062a\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0644\u0645\u0627\u0630\u0627 \u064a\u064f\u0639\u062f\u0651 \u0627\u0644\u0637\u0648\u0644 \u0627\u0644\u0645\u0648\u062c\u064a \u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0645\u0645\u0627 \u064a\u0628\u062f\u0648\u061f<\/h2>\n\n\n\n<p>\u0644\u0627 \u064a\u0642\u062a\u0635\u0631 \u0627\u0644\u0637\u0648\u0644 \u0627\u0644\u0645\u0648\u062c\u064a \u0639\u0644\u0649 \u0643\u0648\u0646\u0647 \u062a\u0641\u0635\u064a\u0644\u0627\u064b \u062a\u0642\u0646\u064a\u0627\u064b \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u0641\u0633\u0631 \u0623\u064a\u0636\u0627\u064b \u0633\u0628\u0628 \u0627\u062e\u062a\u0644\u0627\u0641 \u062a\u062c\u0631\u0628\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0639\u0645\u0644\u064a.<\/p>\n\n\n\n<p>\u064a\u062a\u0645\u064a\u0632 \u0636\u0648\u0621 \u0627\u0644\u0644\u064a\u0632\u0631 \u0628\u0637\u0648\u0644 \u0645\u0648\u062c\u064a \u0642\u0635\u064a\u0631 \u062c\u062f\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0628\u0627\u0644\u062a\u0642\u0627\u0637 \u0623\u062f\u0642 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644. \u0627\u0644\u062d\u0648\u0627\u0641 \u062d\u0627\u062f\u0629\u060c \u0648\u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u062a\u0638\u0647\u0631 \u0628\u0648\u0636\u0648\u062d. \u062a\u064f\u0642\u0627\u0633 \u0641\u0631\u0648\u0642 \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0628\u062f\u0642\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 \u0633\u0646\u062a\u064a\u0645\u062a\u0631\u0627\u062a\u060c \u0648\u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u064f\u062d\u0643\u0645\u0629\u060c \u0628\u062f\u0642\u0629 \u0623\u0642\u0644 \u0645\u0646 \u0630\u0644\u0643.<\/p>\n\n\n\n<p>\u062a\u062a\u0645\u064a\u0632 \u0627\u0644\u0645\u0648\u062c\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u064a\u0648\u064a\u0629 \u0628\u0623\u0637\u0648\u0627\u0644 \u0645\u0648\u062c\u064a\u0629 \u0623\u0637\u0648\u0644 \u0628\u0643\u062b\u064a\u0631\u060c \u0645\u0645\u0627 \u064a\u062d\u062f \u0645\u0646 \u062f\u0642\u062a\u0647\u0627 \u0648\u0644\u0643\u0646\u0647 \u064a\u0632\u064a\u062f \u0645\u0646 \u0627\u0633\u062a\u0642\u0631\u0627\u0631\u0647\u0627. \u0644\u0627 \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0631\u0635\u062f \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0644\u0644\u0633\u0637\u062d \u0643\u0645\u0627 \u064a\u0641\u0639\u0644 \u0646\u0638\u0627\u0645 \u0627\u0644\u0644\u064a\u062f\u0627\u0631\u060c \u0648\u0644\u0643\u0646\u0647 \u0644\u0627 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0631\u0624\u064a\u0629 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u064a\u0639\u0645\u0644. \u0641\u0627\u0644\u0636\u0628\u0627\u0628 \u0648\u0627\u0644\u0645\u0637\u0631 \u0648\u0627\u0644\u063a\u0628\u0627\u0631 \u0648\u0627\u0644\u062b\u0644\u062c \u0648\u0627\u0644\u0638\u0644\u0627\u0645 \u0644\u0627 \u062a\u0624\u062b\u0631 \u0639\u0644\u064a\u0647 \u0625\u0644\u0627 \u0628\u0634\u0643\u0644 \u0637\u0641\u064a\u0641. \u0647\u0630\u0647 \u0627\u0644\u0645\u0641\u0627\u0636\u0644\u0629 \u0647\u064a \u0627\u0644\u062a\u064a \u062a\u062d\u062f\u062f \u062c\u0645\u064a\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"578\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/941ec9f6-fe25-4f70-b7e3-0539fbb69007-1024x578.jpg\" alt=\"\" class=\"wp-image-181506\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/941ec9f6-fe25-4f70-b7e3-0539fbb69007-1024x578.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/941ec9f6-fe25-4f70-b7e3-0539fbb69007-300x169.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/941ec9f6-fe25-4f70-b7e3-0539fbb69007-768x434.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/941ec9f6-fe25-4f70-b7e3-0539fbb69007-18x10.jpg 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/941ec9f6-fe25-4f70-b7e3-0539fbb69007.jpg 1360w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0628\u064a\u0646 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631<\/h2>\n\n\n\n<p>\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0623\u0628\u0631\u0632 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u062d\u062f\u062f \u0623\u062f\u0627\u0621 \u062a\u0642\u0646\u064a\u062a\u064a \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0641\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a. \u062a\u064f\u0628\u064a\u0646 \u0643\u0644 \u0645\u0642\u0627\u0631\u0646\u0629 \u0646\u0642\u0627\u0637 \u062a\u0641\u0648\u0642 \u0625\u062d\u062f\u0649 \u0627\u0644\u062a\u0642\u0646\u064a\u062a\u064a\u0646\u060c \u0648\u0623\u0647\u0645\u064a\u0629 \u0630\u0644\u0643 \u0639\u0646\u062f \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u064a\u0646\u0647\u0645\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u0627\u0644\u062f\u0642\u0629 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629: \u0645\u0641\u0627\u0636\u0644\u0629 \u0631\u0626\u064a\u0633\u064a\u0629<\/h3>\n\n\n\n<p>\u062a\u062a\u0645\u064a\u0632 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0628\u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0645\u062a\u0646\u0627\u0647\u064a\u0629. \u0648\u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0628\u064a\u0626\u0629 \u0645\u0633\u062a\u0642\u0631\u0629 - \u0633\u0645\u0627\u0621 \u0635\u0627\u0641\u064a\u0629\u060c \u0645\u0646\u0635\u0627\u062a \u062b\u0627\u0628\u062a\u0629\u060c \u0628\u062f\u0648\u0646 \u062a\u062f\u0627\u062e\u0644 - \u0641\u0625\u0646\u0647\u0627 \u062a\u064f\u0638\u0647\u0631 \u0623\u0641\u0636\u0644 \u0623\u062f\u0627\u0621 \u0644\u0647\u0627. \u0633\u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0643\u0627\u0646\u064a\u0629 \u063a\u0646\u064a\u0629 \u0648\u0645\u0641\u0635\u0644\u0629 \u0644\u0644\u063a\u0627\u064a\u0629\u060c \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0637\u0628\u0648\u063a\u0631\u0627\u0641\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062d\u0636\u0631\u064a\u0629.<\/li>\n\n\n\n<li>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0648\u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a.<\/li>\n\n\n\n<li>\u0645\u0633\u0648\u062d\u0627\u062a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0644\u0623\u0635\u0648\u0644.<\/li>\n<\/ul>\n\n\n\n<p>\u062a\u0643\u0645\u0646 \u0642\u0648\u062a\u0647\u0627 \u0641\u064a \u0625\u0646\u062a\u0627\u062c \u0646\u0645\u0627\u0630\u062c \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u062d\u0627\u062f\u0629 \u0648\u062f\u0642\u064a\u0642\u0629\u060c \u0644\u0643\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0648\u062c\u0648\u062f \u0638\u0631\u0648\u0641 \u0645\u0648\u0627\u062a\u064a\u0629.<\/p>\n\n\n\n<p>\u064a\u0644\u0639\u0628 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u062f\u0648\u0631\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u064b\u0627. \u0642\u062f \u0644\u0627 \u064a\u0636\u0627\u0647\u064a \u0648\u0636\u0648\u062d \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0630\u064a \u062a\u0648\u0641\u0631\u0647 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u0633\u062a\u0645\u0631 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u062d\u062a\u0649 \u0645\u0639 \u062a\u063a\u064a\u0631 \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629. \u0641\u0643\u0651\u0631 \u0641\u064a \u0627\u0644\u0623\u0645\u0631:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u0645\u0637\u0627\u0631 \u063a\u0632\u064a\u0631\u0629.<\/li>\n\n\n\n<li>\u0633\u062d\u0628 \u0627\u0644\u063a\u0628\u0627\u0631.<\/li>\n\n\n\n<li>\u0641\u064a \u0627\u0644\u0625\u0636\u0627\u0621\u0629 \u0627\u0644\u062e\u0627\u0641\u062a\u0629 \u0623\u0648 \u0627\u0644\u0638\u0644\u0627\u0645 \u0627\u0644\u062f\u0627\u0645\u0633.<\/li>\n\n\n\n<li>\u0636\u0628\u0627\u0628 \u0648\u062b\u0644\u062c.<\/li>\n<\/ul>\n\n\n\n<p>\u064a\u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0645\u0639 \u062a\u0644\u0643 \u0627\u0644\u0645\u0648\u0627\u0642\u0641 \u062f\u0648\u0646 \u0623\u064a \u062a\u0623\u062e\u064a\u0631\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644 \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0645\u0646 \u0627\u0644\u0648\u0636\u0648\u062d \u0627\u0644\u0628\u0635\u0631\u064a.<\/p>\n\n\n\n<p>\u064a\u0638\u0647\u0631 \u0647\u0630\u0627 \u0627\u0644\u062a\u0648\u0627\u0632\u0646 \u0628\u0648\u0636\u0648\u062d \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u063a\u0629 \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u064a\u0648\u062a\u0642\u0646\u064a\u0629. \u064a\u0648\u0641\u0631 \u0646\u0638\u0627\u0645 LiDAR \u0645\u0633\u062d\u064b\u0627 \u062f\u0642\u064a\u0642\u064b\u0627 \u0644\u0644\u063a\u0627\u064a\u0629 \u0644\u0644\u0645\u0646\u062d\u062f\u0631\u0627\u062a \u0623\u0648 \u0623\u0633\u0637\u062d \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633. \u0648\u0644\u0643\u0646 \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0646\u062d\u062f\u0631 \u064a\u062a\u062d\u0631\u0643 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u062d\u062a\u0649 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0639\u0648\u0627\u0635\u0641\u060c \u0641\u0625\u0646 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0647\u0648 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647\u0627. \u062a\u0633\u062a\u0637\u064a\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u0631\u0635\u062f \u0623\u062f\u0646\u0649 \u062a\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0623\u0631\u0636. \u0628\u0627\u062e\u062a\u0635\u0627\u0631\u060c \u064a\u0633\u0627\u0639\u062f\u0643 LiDAR \u0641\u064a \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637\u060c \u0648\u064a\u0633\u0627\u0639\u062f\u0643 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0641\u064a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629\u060c \u0648\u0623\u062d\u064a\u0627\u0646\u064b\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0643\u0644\u064a\u0647\u0645\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u0627\u0644\u0645\u062f\u0649: \u0645\u062f\u0649 \u0642\u062f\u0631\u0629 \u0643\u0644 \u062a\u0642\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644<\/h3>\n\n\n\n<p>\u062a\u064f\u062d\u0642\u0642 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0623\u0641\u0636\u0644 \u0623\u062f\u0627\u0621 \u0644\u0647\u0627 \u0639\u0644\u0649 \u0645\u0633\u0627\u0641\u0627\u062a \u0642\u0635\u064a\u0631\u0629 \u0625\u0644\u0649 \u0645\u062a\u0648\u0633\u0637\u0629. \u0641\u064a \u0645\u0639\u0638\u0645 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u064a\u0639\u0646\u064a \u0630\u0644\u0643 \u0645\u0646 \u0628\u0636\u0639\u0629 \u0639\u0634\u0631\u0627\u062a \u0645\u0646 \u0627\u0644\u0623\u0645\u062a\u0627\u0631 \u0625\u0644\u0649 \u0628\u0636\u0639\u0629 \u0643\u064a\u0644\u0648\u0645\u062a\u0631\u0627\u062a. \u064a\u0645\u0643\u0646 \u0644\u0628\u0639\u0636 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0623\u0646 \u062a\u0635\u0644 \u0625\u0644\u0649 \u0645\u0633\u0627\u0641\u0627\u062a \u0623\u0628\u0639\u062f\u060c \u0644\u0643\u0646 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0627\u0644\u062a\u0639\u0642\u064a\u062f \u064a\u0631\u062a\u0641\u0639\u0627\u0646 \u0628\u0633\u0631\u0639\u0629.<\/p>\n\n\n\n<p>\u0635\u064f\u0645\u0645\u062a \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0644\u0644\u0639\u0645\u0644 \u0639\u0646 \u0628\u064f\u0639\u062f\u060c \u062d\u064a\u062b \u064a\u0635\u0644 \u0645\u062f\u0627\u0647\u0627 \u0639\u0627\u062f\u0629\u064b \u0625\u0644\u0649 \u0639\u0634\u0631\u0627\u062a \u0627\u0644\u0643\u064a\u0644\u0648\u0645\u062a\u0631\u0627\u062a. \u0648\u0647\u0630\u0627 \u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647 \u0641\u064a \u0627\u0644\u0637\u064a\u0631\u0627\u0646 \u0648\u0627\u0644\u0645\u0644\u0627\u062d\u0629 \u0627\u0644\u0628\u062d\u0631\u064a\u0629 \u0648\u0631\u0635\u062f \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629 \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642. \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0643 \u064a\u062a\u0637\u0644\u0628 \u062a\u063a\u0637\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0623\u0648 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0645\u0628\u0643\u0631 \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0645\u0646 \u0645\u0633\u0627\u0641\u0627\u062a \u0628\u0639\u064a\u062f\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0639\u0645\u0644\u064a \u0627\u0644\u0648\u062d\u064a\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u0643\u0634\u0641 \u0627\u0644\u0633\u0631\u0639\u0629: \u0645\u0643\u0633\u0628 \u0648\u0627\u0636\u062d \u0644\u0644\u0631\u0627\u062f\u0627\u0631<\/h3>\n\n\n\n<p>\u0645\u0646 \u0623\u0628\u0631\u0632 \u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0642\u062f\u0631\u062a\u0647 \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0639\u0644\u0649 \u0642\u064a\u0627\u0633 \u0627\u0644\u0633\u0631\u0639\u0629. \u0641\u0647\u0648 \u064a\u0633\u062a\u062e\u062f\u0645 \u062a\u0623\u062b\u064a\u0631 \u062f\u0648\u0628\u0644\u0631 \u0644\u062a\u062d\u062f\u064a\u062f \u0633\u0631\u0639\u0629 \u062a\u062d\u0631\u0643 \u0627\u0644\u062c\u0633\u0645 \u0628\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631 \u0623\u0648 \u0627\u0628\u062a\u0639\u0627\u062f\u0647 \u0639\u0646\u0647. \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629 \u0648\u0645\u0633\u062a\u0645\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u064f\u0639\u062f\u0651 \u0641\u064a\u0647\u0627 \u0627\u0644\u062d\u0631\u0643\u0629 \u0623\u0645\u0631\u064b\u0627 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629.<\/p>\n\n\n\n<p>\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0644\u0643\u0634\u0641 \u0627\u0644\u0633\u0631\u0639\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0631\u0627\u062f\u0627\u0631:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0637\u0628\u064a\u0642 \u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0644\u0645\u0631\u0648\u0631 (\u0642\u064a\u0627\u0633 \u0633\u0631\u0639\u0629 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0637\u0631\u0642).<\/li>\n\n\n\n<li>\u062a\u062a\u0628\u0639 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0648\u0627\u0644\u0645\u0644\u0627\u062d\u0629.<\/li>\n\n\n\n<li>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0637\u0642\u0633 (\u062a\u062a\u0628\u0639 \u062d\u0631\u0643\u0629 \u0627\u0644\u0639\u0648\u0627\u0635\u0641).<\/li>\n\n\n\n<li>\u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 (\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0639\u062f\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u0631\u0643\u0629 \u0623\u0648 \u0627\u0644\u0645\u062e\u0627\u0637\u0631).<\/li>\n<\/ul>\n\n\n\n<p>\u0644\u0627 \u064a\u0642\u064a\u0633 \u0646\u0638\u0627\u0645 LiDAR \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u0627\u0644\u0633\u0631\u0639\u0629 \u0628\u0634\u0643\u0644 \u0645\u0628\u0627\u0634\u0631\u060c \u0644\u0643\u0646 \u0623\u0646\u0638\u0645\u0629 FMCW LiDAR \u062a\u0648\u0641\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0631\u0639\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0623\u062b\u064a\u0631 \u062f\u0648\u0628\u0644\u0631. \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u062a\u063a\u064a\u0631\u060c \u062d\u064a\u062b \u064a\u064f\u0639\u062f\u0651 \u0627\u0644\u062a\u0648\u0642\u064a\u062a \u0639\u0627\u0645\u0644\u0627\u064b \u062d\u0627\u0633\u0645\u0627\u064b\u060c \u064a\u0645\u0646\u062d \u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0633\u0631\u0639\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0645\u064a\u0632\u0629\u064b \u0648\u0627\u0636\u062d\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u0627\u0644\u062d\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0628\u064a\u0626\u064a\u0629: \u0639\u0646\u062f\u0645\u0627 \u062a\u0635\u0628\u062d \u0627\u0644\u0638\u0631\u0648\u0641 \u0641\u0648\u0636\u0648\u064a\u0629<\/h3>\n\n\n\n<p>\u064a\u0639\u062a\u0645\u062f \u0646\u0638\u0627\u0645 LiDAR \u0639\u0644\u0649 \u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0644\u0636\u0648\u0621 \u0628\u0634\u0643\u0644 \u0646\u0642\u064a \u0639\u0628\u0631 \u0627\u0644\u0647\u0648\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u062d\u0633\u0627\u0633\u064b\u0627 \u0644\u0644\u062a\u0634\u0648\u064a\u0634 \u0627\u0644\u062c\u0648\u064a. \u0641\u0627\u0644\u0636\u0628\u0627\u0628 \u0648\u0627\u0644\u0645\u0637\u0631 \u0648\u0627\u0644\u062b\u0644\u062c \u0648\u0627\u0644\u063a\u0628\u0627\u0631\u060c \u0648\u062d\u062a\u0649 \u0627\u0644\u0631\u0637\u0648\u0628\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629\u060c \u0642\u062f \u062a\u064f\u0634\u062a\u062a \u0623\u0648 \u062a\u0645\u062a\u0635 \u0646\u0628\u0636\u0627\u062a \u0627\u0644\u0644\u064a\u0632\u0631. \u0648\u0639\u0646\u062f \u062d\u062f\u0648\u062b \u0630\u0644\u0643\u060c \u062a\u0646\u062e\u0641\u0636 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0642\u0635\u0648\u0649\u060c \u064a\u0635\u0628\u062d \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631 \u063a\u064a\u0631 \u0645\u0648\u062b\u0648\u0642.<\/p>\n\n\n\n<p>\u064a\u064f\u0639\u062f\u0651 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0623\u0643\u062b\u0631 \u062a\u0633\u0627\u0645\u062d\u064b\u0627 \u0645\u0639 \u0627\u0644\u0638\u0631\u0648\u0641 \u0627\u0644\u062c\u0648\u064a\u0629 \u0627\u0644\u0642\u0627\u0633\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u0645\u0631 \u0645\u0648\u062c\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u064a\u0648 \u0639\u0628\u0631 \u0647\u0630\u0647 \u0627\u0644\u0638\u0631\u0648\u0641 \u0628\u062a\u0648\u0647\u064a\u0646 \u0623\u0642\u0644 \u0628\u0643\u062b\u064a\u0631. \u0648\u0647\u0630\u0627 \u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629. \u0648\u0647\u0630\u0627 \u0623\u062d\u062f \u0623\u0633\u0628\u0627\u0628 \u0647\u064a\u0645\u0646\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u0631\u0635\u0627\u062f \u0627\u0644\u062c\u0648\u064a\u0629 \u0648\u0627\u0644\u0645\u0644\u0627\u062d\u0629 \u0627\u0644\u0628\u062d\u0631\u064a\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0646\u0638\u0627\u0645 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0641\u064a \u0627\u0644\u0645\u0633\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u064f\u062d\u0643\u0645\u0629 \u0648\u0645\u0647\u0627\u0645 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0645\u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0642\u064a\u0627\u0633<\/h3>\n\n\n\n<p>\u062a\u064f\u0646\u062a\u062c \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u063a\u0646\u064a\u0629 \u0628\u0635\u0631\u064a\u064b\u0627. \u064a\u0645\u0643\u0646 \u062a\u0644\u0648\u064a\u0646 \u0627\u0644\u0633\u062d\u0628 \u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0627\u0644\u0645\u064f\u0648\u0644\u0651\u062f\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631\u060c \u0648\u0625\u0636\u0627\u0641\u0629 \u0646\u0633\u064a\u062c \u0625\u0644\u064a\u0647\u0627\u060c \u0648\u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629. \u064a\u0645\u0643\u0646\u0643 \u0631\u0624\u064a\u0629 \u0627\u0644\u0645\u0628\u0627\u0646\u064a\u060c \u0648\u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a\u060c \u0648\u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621\u060c \u0648\u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0646\u062a\u0648\u0631\u060c \u0648\u062d\u062a\u0649 \u0623\u0635\u063a\u0631 \u0645\u0639\u0627\u0644\u0645 \u0627\u0644\u0633\u0637\u062d \u0628\u0648\u0636\u0648\u062d \u0645\u0630\u0647\u0644.<\/p>\n\n\n\n<p>\u062a\u062e\u062a\u0644\u0641 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u062e\u062a\u0644\u0627\u0641\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627\u060c \u0625\u0630 \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0642\u0648\u0629 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0648\u0627\u0644\u062d\u0631\u0643\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0623\u062a\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0639\u0644\u0649 \u0634\u0643\u0644 \u0631\u0633\u0648\u0645 \u0628\u064a\u0627\u0646\u064a\u0629 \u0644\u0644\u0625\u0634\u0627\u0631\u0629 \u0623\u0648 \u0627\u0646\u0639\u0643\u0627\u0633\u0627\u062a \u0646\u0642\u0637\u064a\u0629\u060c \u0645\u0627 \u0642\u062f \u064a\u0635\u0639\u0628 \u062a\u0641\u0633\u064a\u0631\u0647\u0627 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u062f\u0648\u0646 \u062a\u062f\u0631\u064a\u0628. \u0647\u0630\u0627 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0647\u062c\u064a\u0646\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6. \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0646\u0638\u0627\u0645<\/h3>\n\n\n\n<p>\u062a\u0645\u064a\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0625\u0644\u0649 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0623\u0643\u062b\u0631 \u062a\u0643\u0644\u0641\u0629 \u0648\u062a\u0639\u0642\u064a\u062f\u064b\u0627. \u0648\u062a\u0633\u0627\u0647\u0645 \u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u0627\u0644\u0644\u064a\u0632\u0631 \u0639\u0627\u0644\u064a \u0627\u0644\u062f\u0642\u0629\u060c \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062d\u0633\u0627\u0633\u0629\u060c \u0648\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0645\u064a\u0643\u0627\u0646\u064a\u0643\u064a\u0629\u060c \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u062b\u0641\u0629 \u0641\u064a \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u062a\u0643\u0644\u0641\u0629. \u0643\u0645\u0627 \u0623\u0646 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u0645\u0639\u0627\u064a\u0631\u0629 \u0642\u062f \u062a\u0643\u0648\u0646\u0627\u0646 \u0623\u0643\u062b\u0631 \u0635\u0639\u0648\u0628\u0629\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0642\u0627\u0633\u064a\u0629.<\/p>\n\n\n\n<p>\u062a\u062a\u0645\u064a\u0632 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0628\u062a\u0635\u0645\u064a\u0645 \u0623\u0628\u0633\u0637 \u0648\u0645\u062a\u0627\u0646\u0629 \u0623\u0643\u0628\u0631\u060c \u0644\u0643\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629\u060c \u0645\u062b\u0644 \u0645\u0635\u0641\u0648\u0641\u0627\u062a AESA\u060c \u0642\u062f \u062a\u0643\u0648\u0646 \u0628\u0627\u0644\u063a\u0629 \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629. \u062a\u0633\u062a\u062e\u062f\u0645 \u0628\u0639\u0636 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u062d\u0632\u0645\u0629 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u064b\u0627 \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u0623\u062c\u0632\u0627\u0621 \u0627\u0644\u0645\u062a\u062d\u0631\u0643\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u062d\u0633\u0651\u0646 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0637\u0648\u064a\u0644.<\/p>\n\n\n\n<p>\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0641\u0627\u0639\u064a\u0629 \u0623\u0648 \u0627\u0644\u0641\u0636\u0627\u0626\u064a\u0629 \u0642\u062f \u062a\u0643\u0648\u0646 \u0628\u0627\u0647\u0638\u0629 \u0627\u0644\u062b\u0645\u0646 \u0644\u0644\u063a\u0627\u064a\u0629. \u0648\u062a\u0639\u062a\u0645\u062f \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0646\u0648\u0639 \u0627\u0644\u0646\u0638\u0627\u0645 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7. \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0641\u064a \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062c\u0648\u064a\u0629<\/h3>\n\n\n\n<p>\u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0651\u0631\u0629\u060c \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0646\u0638\u0627\u0645 LiDAR \u063a\u0627\u0644\u0628\u064b\u0627 \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0633\u062d \u0648\u0627\u0644\u062a\u0641\u062a\u064a\u0634. \u0648\u064a\u0645\u0643\u0646 \u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 LiDAR\u060c \u0627\u0644\u0645\u062b\u0628\u062a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0651\u0631\u0629\u060c \u0627\u0644\u062a\u0642\u0627\u0637 \u0635\u0648\u0631 \u0644\u0644\u062a\u0636\u0627\u0631\u064a\u0633 \u0648\u0627\u0644\u0645\u0646\u0634\u0622\u062a \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u062d\u062a\u0649 \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062a\u064a \u064a\u0635\u0639\u0628 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u0645\u0646 \u0627\u0644\u0623\u0631\u0636.<\/p>\n\n\n\n<p>\u0628\u064a\u0646\u0645\u0627 \u0643\u0627\u0646\u062a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0636\u062e\u0645\u0629 \u062c\u062f\u064b\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0651\u0631\u0629\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0631\u0627\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0627\u062a \u0627\u0644\u0645\u0644\u064a\u0645\u062a\u0631\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0648\u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0641\u064a \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0651\u0631\u0629 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0639\u0648\u0627\u0626\u0642 \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0627\u0635\u0637\u062f\u0627\u0645. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u062a\u064a\u062d \u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u0641\u062a\u062d\u0629 \u0627\u0644\u062a\u0631\u0643\u064a\u0628\u064a\u0629 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0648\u0627\u0633\u0639 \u0627\u0644\u0646\u0637\u0627\u0642 \u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0623\u0648 \u0638\u0631\u0648\u0641 \u0627\u0644\u0625\u0636\u0627\u0621\u0629. \u0643\u0644 \u062a\u0642\u0646\u064a\u0629 \u0645\u0646\u0647\u0627 \u062a\u0646\u0627\u0633\u0628 \u0645\u0647\u0645\u0629 \u0645\u062d\u062f\u062f\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u062d\u064a\u062b \u062a\u064f\u0639\u062f\u0651 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0645\u0647\u0645\u0629<\/h2>\n\n\n\n<p>\u062a\u062a\u0623\u0644\u0642 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0643\u0648\u0646 \u0641\u064a\u0647\u0627 \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0633\u0637\u062d \u0628\u0627\u0644\u063a\u0629 \u0627\u0644\u0623\u0647\u0645\u064a\u0629. \u0648\u0645\u0646 \u0628\u064a\u0646 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0637\u0628\u0648\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0643\u0646\u062a\u0648\u0631\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a \u0648\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u062f\u0646 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f.<\/li>\n\n\n\n<li>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0648\u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a.<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u0648\u062d\u0627\u062a \u0627\u0644\u0623\u062b\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u0631\u0627\u062b\u064a\u0629 \u0627\u0644\u062b\u0642\u0627\u0641\u064a\u0629.<\/li>\n\n\n\n<li>\u0641\u062d\u0635 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0623\u0635\u0648\u0644.<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0644\u0627\u062d\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629.<\/li>\n<\/ul>\n\n\n\n<p>\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a\u060c \u062a\u0641\u0648\u0642 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0627\u0644\u0645\u062e\u0627\u0648\u0641 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u062d\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0637\u0642\u0633 \u0623\u0648 \u0627\u0644\u0643\u0634\u0641 \u0628\u0639\u064a\u062f \u0627\u0644\u0645\u062f\u0649.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u062d\u064a\u062b \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u0642\u0631\u0627\u0631<\/h2>\n\n\n\n<p>\u064a\u064f\u062e\u062a\u0627\u0631 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u0623\u0647\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0631\u0626\u064a\u0629. \u062a\u0634\u0645\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u062c\u0648\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0644\u0627\u062d\u0629 \u0627\u0644\u0628\u062d\u0631\u064a\u0629 \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0627\u0635\u0637\u062f\u0627\u0645.<\/li>\n\n\n\n<li>\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629 \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u0639\u0648\u0627\u0635\u0641.<\/li>\n\n\n\n<li>\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0646\u062d\u062f\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0634\u0648\u0647\u0627\u062a \u0627\u0644\u062c\u064a\u0648\u062a\u0642\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u062a\u0633\u0627\u0642\u0637 \u0627\u0644\u0635\u062e\u0648\u0631 \u0648\u0627\u0644\u0627\u0646\u0647\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0631\u0636\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639 \u0627\u0644\u0639\u0633\u0643\u0631\u064a\u0627\u0646.<\/li>\n<\/ul>\n\n\n\n<p>\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u062a\u0645 \u0646\u0634\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0644\u0627 \u0645\u062c\u0627\u0644 \u0641\u064a\u0647\u0627 \u0644\u0644\u0641\u0634\u0644.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0644\u0645\u0627\u0630\u0627 \u0644\u0627 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0646\u0638\u0627\u0645 LiDAR \u0623\u0648 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629<\/h2>\n\n\n\n<p>\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u0646\u0627\u062f\u0631\u0627\u064b \u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0623\u0645\u0631 \u0645\u062a\u0639\u0644\u0642\u0627\u064b \u0628\u0627\u062e\u062a\u064a\u0627\u0631 \u0645\u0633\u062a\u0634\u0639\u0631 \u0648\u0627\u062d\u062f \u062f\u0648\u0646 \u063a\u064a\u0631\u0647\u060c \u0628\u0644 \u0628\u062f\u0645\u062c\u0647\u0627 \u0645\u0639\u0627\u064b. \u0641\u0643\u0644 \u0645\u0633\u062a\u0634\u0639\u0631 \u064a\u064f\u0636\u064a\u0641 \u0642\u064a\u0645\u0629\u064b\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0645\u0639\u0627\u064b \u064a\u064f\u0633\u0627\u0639\u062f \u0641\u064a \u0633\u062f\u0651 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u064a\u064f\u0639\u0627\u0646\u064a \u0645\u0646\u0647\u0627 \u0623\u064a \u0646\u0638\u0627\u0645 \u0628\u0645\u0641\u0631\u062f\u0647.<\/p>\n\n\n\n<p>\u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0639\u064b\u0627 \u0639\u0627\u062f\u0629\u064b:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0648\u0641\u0631 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0648\u0639\u064a\u064b\u0627 \u0645\u0643\u0627\u0646\u064a\u064b\u0627 \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0645\u0641\u0635\u0644\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0646\u0638\u0627\u0645 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0645\u0633\u0627\u0641\u0627\u062a \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637\u0627\u062a \u0628\u062f\u0642\u0629.<\/li>\n\n\n\n<li>\u064a\u064f\u0636\u064a\u0641 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0645\u064a\u0632\u0629 \u0627\u0644\u0643\u0634\u0641 \u0628\u0639\u064a\u062f \u0627\u0644\u0645\u062f\u0649 \u0648\u0642\u064a\u0627\u0633 \u0627\u0644\u0633\u0631\u0639\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u062d\u062a\u0649 \u0641\u064a \u0638\u0631\u0648\u0641 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u0629.<\/li>\n\n\n\n<li>\u062a\u0644\u062a\u0642\u0637 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u062a\u0641\u0627\u0635\u064a\u0644 \u0628\u0635\u0631\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0644\u0627\u0641\u062a\u0627\u062a \u0648\u0627\u0644\u0623\u0636\u0648\u0627\u0621 \u0648\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641.<\/li>\n<\/ul>\n\n\n\n<p>\u064a\u064f\u0639\u0632\u0632 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u064a\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0648\u064a\u064f\u062d\u0633\u0651\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631. \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629\u060c \u0646\u0627\u062f\u0631\u0627\u064b \u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0646\u0648\u0639 \u0648\u0627\u062d\u062f \u0641\u0642\u0637 \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u062e\u064a\u0627\u0631\u0627\u064b \u0622\u0645\u0646\u0627\u064b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629: \u0623\u0633\u0626\u0644\u0629 \u0639\u0645\u0644\u064a\u0629 \u064a\u062c\u0628 \u0637\u0631\u062d\u0647\u0627<\/h2>\n\n\n\n<p>\u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0633\u0624\u0627\u0644 \u0639\u0646 \u0623\u064a \u062a\u0642\u0646\u064a\u0629 \u0623\u0641\u0636\u0644\u060c \u0645\u0646 \u0627\u0644\u0645\u0641\u064a\u062f \u0637\u0631\u062d \u0623\u0633\u0626\u0644\u0629 \u0623\u0641\u0636\u0644.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0647\u0644 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0641\u0627\u0635\u064a\u0644 \u0633\u0637\u062d\u064a\u0629 \u062f\u0642\u064a\u0642\u0629 \u0623\u0645 \u0625\u0644\u0649 \u0643\u0634\u0641 \u0628\u0639\u064a\u062f \u0627\u0644\u0645\u062f\u0649\u061f<\/li>\n\n\n\n<li>\u0647\u0644 \u0633\u064a\u0639\u0645\u0644 \u0627\u0644\u0646\u0638\u0627\u0645 \u0641\u064a \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629 \u0627\u0644\u0633\u064a\u0626\u0629 \u0623\u0645 \u0641\u064a \u0627\u0644\u0638\u0631\u0648\u0641 \u0627\u0644\u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u062a\u062d\u0643\u0645\u061f<\/li>\n\n\n\n<li>\u0647\u0644 \u064a\u064f\u0639\u062f\u0651 \u062a\u062a\u0628\u0639 \u0627\u0644\u062d\u0631\u0643\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0623\u0645\u0631\u0627\u064b \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629\u061f<\/li>\n\n\n\n<li>\u0645\u0627 \u0647\u064a \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627\u061f<\/li>\n\n\n\n<li>\u0645\u0627 \u0647\u0648 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u0645\u0639\u0627\u064a\u0631\u0629 \u0627\u0644\u0645\u0642\u0628\u0648\u0644\u061f<\/li>\n<\/ul>\n\n\n\n<p>\u0639\u0627\u062f\u0629 \u0645\u0627 \u062a\u062c\u0639\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0648\u0627\u0636\u062d\u0627\u064b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0644\u0645\u0627\u0630\u0627 \u0633\u064a\u0633\u062a\u0645\u0631 \u0648\u062c\u0648\u062f \u062a\u0642\u0646\u064a\u062a\u064a \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u062c\u0646\u0628\u0627\u064b \u0625\u0644\u0649 \u062c\u0646\u0628\u061f<\/h2>\n\n\n\n<p>\u0644\u0627 \u062a\u062a\u0646\u0627\u0641\u0633 \u062a\u0642\u0646\u064a\u062a\u0627 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0628\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0635\u0648\u0631\u0647\u0627 \u0627\u0644\u0646\u0627\u0633 \u0639\u0627\u062f\u0629\u064b. \u0641\u0647\u0645\u0627 \u062a\u062d\u0644\u0627\u0646 \u0645\u0634\u0627\u0643\u0644 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0648\u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0644\u0646 \u062a\u062e\u062a\u0641\u064a.<\/p>\n\n\n\n<p>\u0645\u0639 \u062a\u0637\u0648\u0631 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631\u060c \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0623\u0635\u063a\u0631 \u062d\u062c\u0645\u0627\u064b \u0648\u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0648\u064a\u0644\u0639\u0628 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0622\u0646 \u062f\u0648\u0631\u0627\u064b \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0641\u064a \u062a\u062d\u0648\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0631\u0624\u0649 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0623\u062a\u064a \u0645\u0646 \u0627\u0644\u0636\u0648\u0621 \u0623\u0648 \u0627\u0644\u0645\u0648\u062c\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u064a\u0648\u064a\u0629.<\/p>\n\n\n\n<p>\u0644\u0627 \u064a\u0643\u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0641\u064a \u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0623\u062d\u062f\u0647\u0645\u0627 \u0628\u0627\u0644\u0622\u062e\u0631\u060c \u0628\u0644 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0644 \u0645\u0646\u0647\u0645\u0627 \u062d\u064a\u062b\u0645\u0627 \u064a\u0643\u0648\u0646 \u0630\u0644\u0643 \u0645\u0646\u0637\u0642\u064a\u0627\u064b.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"237\" height=\"40\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp\" alt=\"\" class=\"wp-image-180070\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp 237w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo-18x3.webp 18w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0648\u0642\u0639\u0646\u0627 \u0641\u064a FlyPix AI<\/h2>\n\n\n\n<p>\u0641\u064a <a href=\"https:\/\/flypix.ai\/ar\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0641\u0644\u0627\u064a \u0628\u064a\u0643\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a>, \u0646\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u0645\u0627 \u064a\u0631\u0648\u0646\u0647 \u0645\u0646 \u0627\u0644\u0633\u0645\u0627\u0621. \u0633\u0648\u0627\u0621\u064b \u0643\u0627\u0646\u062a \u0635\u0648\u0631\u064b\u0627 \u0641\u0636\u0627\u0626\u064a\u0629 \u0623\u0648 \u062c\u0648\u064a\u0629 \u0623\u0648 \u0645\u0646 \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0641\u0642\u062f \u0635\u064f\u0645\u0645\u062a \u0645\u0646\u0635\u062a\u0646\u0627 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0646\u064f\u0645\u0643\u0651\u0646 \u0645\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0634\u0627\u0647\u062f \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627 \u0648\u0641\u062d\u0635\u0647\u0627 \u0628\u0633\u0631\u0639\u0629 \u0648\u062f\u0642\u0629. \u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a\u0646\u0627 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0630\u064a \u064a\u064f\u0647\u062f\u0631 \u0639\u0627\u062f\u0629\u064b \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u064a\u062f\u0648\u064a\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0627\u0644\u0641\u0631\u0642 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0631\u0624\u0649 \u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a \u062b\u0648\u0627\u0646\u064d.<\/p>\n\n\n\n<p>\u0635\u064f\u0645\u0645\u062a \u062a\u0642\u0646\u064a\u062a\u0646\u0627 \u0644\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0643\u062b\u0627\u0641\u0629 \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0628\u0646\u0627\u0621\u060c \u0648\u0627\u0644\u063a\u0627\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0648\u0627\u0644\u0632\u0631\u0627\u0639\u0629\u060c \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629. \u0646\u064f\u0633\u0647\u0651\u0644 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u064f\u062e\u0635\u0635\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0647\u0627\u0631\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u062a\u062e\u0635\u064a\u0635 \u0645\u0647\u0627\u0645 \u0627\u0644\u0643\u0634\u0641 \u0648\u0641\u0642\u064b\u0627 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645 \u0628\u062f\u0642\u0629. \u0633\u0648\u0627\u0621\u064b \u0643\u0627\u0646 \u0627\u0644\u0645\u0635\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a LiDAR \u0623\u0648 \u0644\u0642\u0637\u0627\u062a \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0628\u0635\u0631\u064a\u0629\u060c \u0641\u0625\u0646\u0646\u0627 \u0646\u064f\u0631\u0643\u0632 \u0639\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0641\u0631\u0642 \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0642\u064a\u0645\u0629 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631\u060c \u0628\u0633\u0631\u0639\u0629 \u0648\u0633\u0647\u0648\u0644\u0629 \u0623\u0643\u0628\u0631.<\/p>\n\n\n\n<p>\u0645\u0639 \u0627\u0632\u062f\u064a\u0627\u062f \u0634\u064a\u0648\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a LiDAR \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u060c \u062a\u064f\u0635\u0628\u062d \u0623\u062f\u0648\u0627\u062a\u0646\u0627 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0645\u0648\u0627\u0643\u0628\u0629 \u0647\u0630\u0627 \u0627\u0644\u0643\u0645 \u0627\u0644\u0647\u0627\u0626\u0644 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0641\u0646\u062d\u0646 \u0644\u0627 \u0646\u0642\u062a\u0635\u0631 \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0646\u064f\u0633\u0627\u0639\u062f \u0641\u064a \u062c\u0639\u0644\u0647\u0627 \u0639\u0645\u0644\u064a\u0629\u064b \u0648\u0641\u0639\u0651\u0627\u0644\u0629\u064b \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0645\u0639\u0642\u062f\u0629 \u0623\u0648 \u0645\u0648\u0627\u0631\u062f \u0647\u0646\u062f\u0633\u064a\u0629 \u0636\u062e\u0645\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/h2>\n\n\n\n<p>\u0625\u0646 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0644\u064a\u0633\u062a \u0645\u0639\u0631\u0643\u0629 \u0628\u064a\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a\u060c \u0628\u0644 \u0647\u064a \u0645\u0648\u0627\u0632\u0646\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u0639\u064a\u0648\u0628.<\/p>\n\n\n\n<p>\u062a\u0648\u0641\u0631 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u062a\u0641\u0627\u0635\u064a\u0644 \u0645\u0643\u0627\u0646\u064a\u0629 \u0644\u0627 \u0645\u062b\u064a\u0644 \u0644\u0647\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u0633\u0645\u062d \u0627\u0644\u0638\u0631\u0648\u0641 \u0628\u0630\u0644\u0643. \u0623\u0645\u0627 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0641\u064a\u0648\u0641\u0631 \u062f\u0642\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0639\u0627\u0644\u064a\u062a\u064a\u0646 \u0639\u0646\u062f\u0645\u0627 \u0644\u0627 \u062a\u0633\u0645\u062d \u0627\u0644\u0638\u0631\u0648\u0641 \u0628\u0630\u0644\u0643. \u0625\u0646 \u0641\u0647\u0645 \u0647\u0630\u0627 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0647\u0648 \u0645\u0627 \u064a\u062d\u0648\u0651\u0644 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631 \u0645\u0646 \u0645\u062c\u0631\u062f \u062a\u062e\u0645\u064a\u0646 \u0625\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0646\u0638\u0627\u0645 \u0630\u0643\u064a.<\/p>\n\n\n\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0639\u0631\u0641 \u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0642\u064a\u0627\u0633\u0647\u060c \u0648\u0623\u064a\u0646 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0642\u064a\u0627\u0633\u0647\u060c \u0648\u0645\u062f\u0649 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0635\u062d\u064a\u062d \u0639\u0627\u062f\u0629 \u0645\u0627 \u064a\u0635\u0628\u062d \u0648\u0627\u0636\u062d\u064b\u0627.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1767879135009\"><strong class=\"schema-faq-question\">\u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0645\u0637\u0631 \u0623\u0648 \u0627\u0644\u0636\u0628\u0627\u0628\u061f<\/strong> <p class=\"schema-faq-answer\">\u0644\u064a\u0633 \u062a\u0645\u0627\u0645\u064b\u0627. \u064a\u0639\u062a\u0645\u062f \u0646\u0638\u0627\u0645 LiDAR \u0639\u0644\u0649 \u0627\u0644\u0636\u0648\u0621\u060c \u0648\u0627\u0644\u0636\u0648\u0621 \u0644\u0627 \u064a\u0646\u062a\u0642\u0644 \u062c\u064a\u062f\u064b\u0627 \u0639\u0628\u0631 \u0627\u0644\u0636\u0628\u0627\u0628 \u0627\u0644\u0643\u062b\u064a\u0641 \u0623\u0648 \u0627\u0644\u0623\u0645\u0637\u0627\u0631 \u0627\u0644\u063a\u0632\u064a\u0631\u0629 \u0623\u0648 \u0627\u0644\u062b\u0644\u0648\u062c. \u0641\u064a \u062d\u0627\u0644 \u0633\u0648\u0621 \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629\u060c \u062a\u0648\u0642\u0639 \u0625\u0634\u0627\u0631\u0627\u062a \u0623\u0636\u0639\u0641 \u0623\u0648 \u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0645\u0643\u062a\u0645\u0644\u0629. \u0628\u0639\u0636 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0647\u0630\u0647 \u0627\u0644\u0638\u0631\u0648\u0641 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644\u060c \u0648\u0644\u0643\u0646 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u064a\u0639\u0645\u0644 \u0646\u0638\u0627\u0645 LiDAR \u0628\u0623\u0641\u0636\u0644 \u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0627\u0644\u0638\u0631\u0648\u0641 \u0627\u0644\u062c\u0648\u064a\u0629 \u0627\u0644\u0635\u0627\u0641\u064a\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1767879145515\"><strong class=\"schema-faq-question\">\u0647\u0644 \u064a\u064f\u0639\u062f \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u062f\u0627\u0626\u0645\u064b\u0627 \u0644\u0644\u0645\u0633\u0627\u0641\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u0646\u0639\u0645\u060c \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u064a \u064a\u062a\u0641\u0648\u0642 \u0641\u064a\u0647 \u0627\u0644\u0631\u0627\u062f\u0627\u0631. \u0641\u0647\u0648 \u064a\u0633\u062a\u062e\u062f\u0645 \u0645\u0648\u062c\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u064a\u0648\u060c \u0627\u0644\u062a\u064a \u062a\u0646\u062a\u0642\u0644 \u0644\u0645\u0633\u0627\u0641\u0627\u062a \u0623\u0628\u0639\u062f \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0636\u0648\u0621 \u0627\u0644\u0644\u064a\u0632\u0631. \u0625\u0630\u0627 \u0643\u0627\u0646 \u0647\u062f\u0641\u0643 \u0647\u0648 \u0645\u0631\u0627\u0642\u0628\u0629 \u0634\u064a\u0621 \u0645\u0627 \u0639\u0644\u0649 \u0627\u0645\u062a\u062f\u0627\u062f \u0639\u062f\u0629 \u0643\u064a\u0644\u0648\u0645\u062a\u0631\u0627\u062a \u0623\u0648 \u0631\u0635\u062f \u0627\u0644\u062d\u0631\u0643\u0629 \u0645\u0646 \u0645\u0633\u0627\u0641\u0629 \u0628\u0639\u064a\u062f\u0629\u060c \u0641\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0647\u0648 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0646\u0633\u0628 \u0639\u0644\u0649 \u0627\u0644\u0623\u0631\u062c\u062d.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1767879158971\"><strong class=\"schema-faq-question\">\u0644\u0645\u0627\u0630\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0643\u0644\u0627\u064b \u0645\u0646 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631\u061f<\/strong> <p class=\"schema-faq-answer\">\u0644\u0623\u0646 \u0643\u0644 \u062a\u0642\u0646\u064a\u0629 \u062a\u064f\u0643\u0645\u0651\u0644 \u0627\u0644\u0623\u062e\u0631\u0649. \u064a\u0648\u0641\u0631 \u0646\u0638\u0627\u0645 LiDAR \u0635\u0648\u0631\u0629 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u062f\u0642\u064a\u0642\u0629 \u0648\u0645\u0641\u0635\u0644\u0629 \u0644\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u062d\u064a\u0637\u0629. \u0628\u064a\u0646\u0645\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0631\u0643\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0641\u0629\u060c \u062d\u062a\u0649 \u0641\u064a \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629 \u0627\u0644\u0633\u064a\u0626\u0629 \u0623\u0648 \u0639\u0646\u062f \u0627\u0646\u062e\u0641\u0627\u0636 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0631\u0624\u064a\u0629. \u0645\u0639\u064b\u0627\u060c \u062a\u062c\u0639\u0644 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0623\u0643\u062b\u0631 \u0630\u0643\u0627\u0621\u064b \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1767879173974\"><strong class=\"schema-faq-question\">\u0647\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0645\u0646 \u0627\u0644\u0631\u0627\u062f\u0627\u0631\u061f<\/strong> <p class=\"schema-faq-answer\">\u0646\u0639\u0645\u060c \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u062f\u0642\u064a\u0642\u0629. \u064a\u0633\u062a\u0637\u064a\u0639 \u0646\u0638\u0627\u0645 LiDAR \u0631\u0635\u062f \u0645\u0639\u0627\u0644\u0645 \u0633\u0637\u062d\u064a\u0629 \u0635\u063a\u064a\u0631\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 \u0628\u0636\u0639\u0629 \u0633\u0646\u062a\u064a\u0645\u062a\u0631\u0627\u062a. \u0623\u0645\u0627 \u0627\u0644\u0631\u0627\u062f\u0627\u0631\u060c \u0641\u0631\u063a\u0645 \u062f\u0642\u062a\u0647\u060c \u0644\u0627 \u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1767879187272\"><strong class=\"schema-faq-question\">\u0645\u0627 \u0647\u0648 \u0627\u0644\u0623\u0631\u062e\u0635: \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0623\u0645 \u0627\u0644\u0631\u0627\u062f\u0627\u0631\u061f<\/strong> <p class=\"schema-faq-answer\">\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u0643\u0648\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0623\u0642\u0644. \u0623\u0645\u0627 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0641\u062a\u0645\u064a\u0644 \u0625\u0644\u0649 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0623\u063a\u0644\u0649 \u062b\u0645\u0646\u0627\u064b \u0646\u0638\u0631\u0627\u064b \u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0644\u064a\u0632\u0631\u060c \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631\u060c \u0648\u0642\u062f\u0631\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0643\u0644 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0642\u062f \u0627\u0646\u062e\u0641\u0636\u062a \u0623\u0633\u0639\u0627\u0631 \u0643\u0644\u0627 \u0627\u0644\u0646\u0638\u0627\u0645\u064a\u0646 \u0645\u0639 \u062a\u0637\u0648\u0631 \u0627\u0644\u062a\u0642\u0646\u064a\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1767879199497\"><strong class=\"schema-faq-question\">\u0647\u0644 \u0623\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u0631\u0627\u0645\u062c \u062e\u0627\u0635\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a LiDAR \u0623\u0648 Radar\u061f<\/strong> <p class=\"schema-faq-answer\">\u0646\u0639\u0645\u060c \u062e\u0627\u0635\u0629\u064b \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u062a\u0642\u0646\u064a\u0629 LiDAR. \u0641\u0623\u0646\u062a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0646\u0638\u064a\u0641 \u0648\u0641\u0631\u0632 \u0648\u062a\u062d\u0644\u064a\u0644. \u0623\u0645\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0641\u0647\u064a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0625\u0630 \u0623\u0646\u0647\u0627 \u062a\u0639\u062a\u0645\u062f \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631 \u0639\u0644\u0649 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0648\u0623\u0642\u0644 \u0639\u0644\u0649 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629. \u0648\u0641\u064a \u0643\u0644\u062a\u0627 \u0627\u0644\u062d\u0627\u0644\u062a\u064a\u0646\u060c \u064a\u064f\u062d\u062f\u062b \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062c\u064a\u062f \u0641\u0631\u0642\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627. \u0648\u0642\u062f \u0635\u064f\u0645\u0645\u062a \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 FlyPix AI \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1767879212288\"><strong class=\"schema-faq-question\">\u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 LiDAR \u0623\u0648 Radar \u0623\u0646 \u062a\u062e\u0628\u0631\u0643 \u0645\u0627 \u0647\u0648 \u0627\u0644\u0634\u064a\u0621\u060c \u0623\u0645 \u0623\u0646\u0647\u0627 \u062a\u062e\u0628\u0631\u0643 \u0641\u0642\u0637 \u0623\u0646\u0647 \u0645\u0648\u062c\u0648\u062f\u061f<\/strong> <p class=\"schema-faq-answer\">\u0628\u0645\u0641\u0631\u062f\u0647\u0627\u060c \u062a\u064f\u062e\u0628\u0631\u0643 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0648\u062c\u0648\u062f \u0634\u064a\u0621 \u0645\u0627 \u0648\u0628\u064f\u0639\u062f\u0647. \u0644\u0643\u0646 \u0639\u0646\u062f \u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a \u0623\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u064f\u0645\u0643\u0646\u0643 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u0633\u0648\u0627\u0621\u064b \u0643\u0627\u0646 \u0630\u0644\u0643 \u0645\u0628\u0646\u0649\u064b \u0623\u0648 \u0634\u062c\u0631\u0629\u064b \u0623\u0648 \u0633\u064a\u0627\u0631\u0629\u064b \u0645\u062a\u062d\u0631\u0643\u0629. \u0648\u0647\u0646\u0627 \u062a\u0628\u062f\u0623 \u0642\u0648\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0628\u0627\u0644\u0638\u0647\u0648\u0631.<\/p> <\/div> <\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>LiDAR and Radar often get mentioned together, especially in conversations about mapping, drones, autonomous systems, or environmental monitoring. At first glance, they seem similar. Both measure distance, both scan environments, and both help turn the physical world into data. But once you look closer, the differences start to matter a lot. The real contrast comes [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":181505,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-181504","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LiDAR vs Radar: Key Differences, Uses, and Limitations<\/title>\n<meta name=\"description\" content=\"LiDAR vs Radar explained in simple terms. Learn how they work, where each performs best, and which technology fits different real-world use cases.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ar\/lidar-vs-radar\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LiDAR vs Radar: Key Differences, Uses, and Limitations\" \/>\n<meta property=\"og:description\" content=\"LiDAR vs Radar explained in simple terms. Learn how they work, where each performs best, and which technology fits different real-world use cases.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ar\/lidar-vs-radar\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-08T13:39:33+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-08T13:39:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1703\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"FlyPix AI Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"FlyPix AI Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"11 \u062f\u0642\u064a\u0642\u0629\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"LiDAR vs Radar: What\u2019s the Real Difference?\",\"datePublished\":\"2026-01-08T13:39:33+00:00\",\"dateModified\":\"2026-01-08T13:39:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/\"},\"wordCount\":2294,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"ar\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/\",\"name\":\"LiDAR vs Radar: Key Differences, Uses, and Limitations\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg\",\"datePublished\":\"2026-01-08T13:39:33+00:00\",\"dateModified\":\"2026-01-08T13:39:34+00:00\",\"description\":\"LiDAR vs Radar explained in simple terms. Learn how they work, where each performs best, and which technology fits different real-world use cases.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#breadcrumb\"},\"mainEntity\":[{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879135009\"},{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879145515\"},{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879158971\"},{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879173974\"},{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879187272\"},{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879199497\"},{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879212288\"}],\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#primaryimage\",\"url\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg\",\"width\":2560,\"height\":1703},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/flypix.ai\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"LiDAR vs Radar: What\u2019s the Real Difference?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\",\"url\":\"https:\\\/\\\/flypix.ai\\\/\",\"name\":\"Flypix\",\"description\":\"AN END-TO-END PLATFORM FOR ENTITY DETECTION, LOCALIZATION AND SEGMENTATION POWERED BY ARTIFICIAL INTELLIGENCE\",\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/flypix.ai\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ar\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\",\"name\":\"Flypix AI\",\"url\":\"https:\\\/\\\/flypix.ai\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/logo.svg\",\"contentUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/logo.svg\",\"width\":346,\"height\":40,\"caption\":\"Flypix AI\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\",\"name\":\"FlyPix AI Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g\",\"caption\":\"FlyPix AI Team\"},\"url\":\"https:\\\/\\\/flypix.ai\\\/ar\\\/author\\\/manager\\\/\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879135009\",\"position\":1,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879135009\",\"name\":\"Can LiDAR work in the rain or fog?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Not really. LiDAR depends on light, and light doesn\u2019t travel well through dense fog, heavy rain, or snow. If the weather\u2019s bad, expect weaker returns or patchy data. Some newer systems handle it a bit better, but generally, LiDAR performs best in clear conditions.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879145515\",\"position\":2,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879145515\",\"name\":\"Is Radar always the better choice for long distances?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, that\u2019s where Radar shines. It uses radio waves, which travel much farther than laser light. If your goal is to monitor something across several kilometers or detect movement from a distance, radar is probably the better fit.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879158971\",\"position\":3,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879158971\",\"name\":\"Why do autonomous vehicles use both LiDAR and Radar?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Because each one fills in what the other lacks. LiDAR gives you a sharp, detailed 3D picture of the environment. Radar gives you motion and distance data, even when the weather\u2019s bad or visibility is low. Together, they make driving systems smarter and more reliable.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879173974\",\"position\":4,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879173974\",\"name\":\"Is LiDAR more accurate than radar?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"For fine detail and spatial resolution, yes. LiDAR can detect small surface features down to a few centimeters. Radar, while precise in its own way, doesn\u2019t give you that kind of visual granularity.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879187272\",\"position\":5,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879187272\",\"name\":\"What\u2019s cheaper: LiDAR or Radar?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Radar usually costs less. LiDAR systems tend to be more expensive because of the laser components, sensors, and the processing power needed to handle all that data. That said, prices for both have been coming down as the tech matures.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879199497\",\"position\":6,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879199497\",\"name\":\"Do I need special software to process LiDAR or Radar data?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, especially for LiDAR. You\u2019re working with massive point clouds that need to be cleaned, sorted, and analyzed. Radar data is different \u2013 it\u2019s more signal-heavy and less visual. In both cases, good software makes a huge difference. Platforms like FlyPix AI are built to handle this kind of processing at scale.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879212288\",\"position\":7,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-vs-radar\\\/#faq-question-1767879212288\",\"name\":\"Can LiDAR or Radar tell you what something is, or just that it's there?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"On their own, they just tell you something\u2019s there and how far away it is. But when you pair them with machine learning or AI models, you can train systems to recognize patterns, whether it\u2019s a building, a tree, or a moving car. That\u2019s where geospatial analysis starts to get really powerful.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0631\u0627\u062f\u0627\u0631: \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0648\u0627\u0644\u0642\u064a\u0648\u062f","description":"\u0634\u0631\u062d \u0645\u0628\u0633\u0637 \u0644\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0648\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631. \u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644\u0647\u0645\u0627\u060c \u0648\u0623\u064a\u0646 \u064a\u0643\u0648\u0646 \u0623\u062f\u0627\u0621 \u0643\u0644 \u0645\u0646\u0647\u0645\u0627 \u0623\u0641\u0636\u0644\u060c \u0648\u0623\u064a \u062a\u0642\u0646\u064a\u0629 \u062a\u0646\u0627\u0633\u0628 \u0645\u062e\u062a\u0644\u0641 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/flypix.ai\/ar\/lidar-vs-radar\/","og_locale":"ar_AR","og_type":"article","og_title":"LiDAR vs Radar: Key Differences, Uses, and Limitations","og_description":"LiDAR vs Radar explained in simple terms. Learn how they work, where each performs best, and which technology fits different real-world use cases.","og_url":"https:\/\/flypix.ai\/ar\/lidar-vs-radar\/","og_site_name":"Flypix","article_published_time":"2026-01-08T13:39:33+00:00","article_modified_time":"2026-01-08T13:39:34+00:00","og_image":[{"width":2560,"height":1703,"url":"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg","type":"image\/jpeg"}],"author":"FlyPix AI Team","twitter_card":"summary_large_image","twitter_misc":{"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629":"FlyPix AI Team","\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631":"11 \u062f\u0642\u064a\u0642\u0629"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#article","isPartOf":{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/"},"author":{"name":"FlyPix AI Team","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3"},"headline":"LiDAR vs Radar: What\u2019s the Real Difference?","datePublished":"2026-01-08T13:39:33+00:00","dateModified":"2026-01-08T13:39:34+00:00","mainEntityOfPage":{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/"},"wordCount":2294,"publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"image":{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg","articleSection":["Articles"],"inLanguage":"ar"},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/","url":"https:\/\/flypix.ai\/lidar-vs-radar\/","name":"\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0631\u0627\u062f\u0627\u0631: \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0648\u0627\u0644\u0642\u064a\u0648\u062f","isPartOf":{"@id":"https:\/\/flypix.ai\/#website"},"primaryImageOfPage":{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#primaryimage"},"image":{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg","datePublished":"2026-01-08T13:39:33+00:00","dateModified":"2026-01-08T13:39:34+00:00","description":"\u0634\u0631\u062d \u0645\u0628\u0633\u0637 \u0644\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0648\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0631\u0627\u062f\u0627\u0631. \u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644\u0647\u0645\u0627\u060c \u0648\u0623\u064a\u0646 \u064a\u0643\u0648\u0646 \u0623\u062f\u0627\u0621 \u0643\u0644 \u0645\u0646\u0647\u0645\u0627 \u0623\u0641\u0636\u0644\u060c \u0648\u0623\u064a \u062a\u0642\u0646\u064a\u0629 \u062a\u0646\u0627\u0633\u0628 \u0645\u062e\u062a\u0644\u0641 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629.","breadcrumb":{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#breadcrumb"},"mainEntity":[{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879135009"},{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879145515"},{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879158971"},{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879173974"},{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879187272"},{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879199497"},{"@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879212288"}],"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/flypix.ai\/lidar-vs-radar\/"]}]},{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#primaryimage","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/nasa-Q1p7bh3SHj8-unsplash-scaled.jpg","width":2560,"height":1703},{"@type":"BreadcrumbList","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/flypix.ai\/"},{"@type":"ListItem","position":2,"name":"LiDAR vs Radar: What\u2019s the Real Difference?"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\u0641\u0644\u0627\u064a\u0628\u064a\u0643\u0633","description":"\u0645\u0646\u0635\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0642\u0639\u0647\u0627 \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\u0641\u0644\u0627\u064a\u0628\u064a\u0643\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a","url":"https:\/\/flypix.ai\/","logo":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","width":346,"height":40,"caption":"Flypix AI"},"image":{"@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3","name":"\u0641\u0631\u064a\u0642 FlyPix AI","image":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","caption":"FlyPix AI Team"},"url":"https:\/\/flypix.ai\/ar\/author\/manager\/"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879135009","position":1,"url":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879135009","name":"\u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0645\u0637\u0631 \u0623\u0648 \u0627\u0644\u0636\u0628\u0627\u0628\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Not really. LiDAR depends on light, and light doesn\u2019t travel well through dense fog, heavy rain, or snow. If the weather\u2019s bad, expect weaker returns or patchy data. Some newer systems handle it a bit better, but generally, LiDAR performs best in clear conditions.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879145515","position":2,"url":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879145515","name":"\u0647\u0644 \u064a\u064f\u0639\u062f \u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u062f\u0627\u0626\u0645\u064b\u0627 \u0644\u0644\u0645\u0633\u0627\u0641\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, that\u2019s where Radar shines. It uses radio waves, which travel much farther than laser light. If your goal is to monitor something across several kilometers or detect movement from a distance, radar is probably the better fit.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879158971","position":3,"url":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879158971","name":"\u0644\u0645\u0627\u0630\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0643\u0644\u0627\u064b \u0645\u0646 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Because each one fills in what the other lacks. LiDAR gives you a sharp, detailed 3D picture of the environment. Radar gives you motion and distance data, even when the weather\u2019s bad or visibility is low. Together, they make driving systems smarter and more reliable.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879173974","position":4,"url":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879173974","name":"\u0647\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0645\u0646 \u0627\u0644\u0631\u0627\u062f\u0627\u0631\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"For fine detail and spatial resolution, yes. LiDAR can detect small surface features down to a few centimeters. Radar, while precise in its own way, doesn\u2019t give you that kind of visual granularity.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879187272","position":5,"url":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879187272","name":"\u0645\u0627 \u0647\u0648 \u0627\u0644\u0623\u0631\u062e\u0635: \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0623\u0645 \u0627\u0644\u0631\u0627\u062f\u0627\u0631\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Radar usually costs less. LiDAR systems tend to be more expensive because of the laser components, sensors, and the processing power needed to handle all that data. That said, prices for both have been coming down as the tech matures.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879199497","position":6,"url":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879199497","name":"\u0647\u0644 \u0623\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u0631\u0627\u0645\u062c \u062e\u0627\u0635\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a LiDAR \u0623\u0648 Radar\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, especially for LiDAR. You\u2019re working with massive point clouds that need to be cleaned, sorted, and analyzed. Radar data is different \u2013 it\u2019s more signal-heavy and less visual. In both cases, good software makes a huge difference. Platforms like FlyPix AI are built to handle this kind of processing at scale.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879212288","position":7,"url":"https:\/\/flypix.ai\/lidar-vs-radar\/#faq-question-1767879212288","name":"\u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 LiDAR \u0623\u0648 Radar \u0623\u0646 \u062a\u062e\u0628\u0631\u0643 \u0645\u0627 \u0647\u0648 \u0627\u0644\u0634\u064a\u0621\u060c \u0623\u0645 \u0623\u0646\u0647\u0627 \u062a\u062e\u0628\u0631\u0643 \u0641\u0642\u0637 \u0623\u0646\u0647 \u0645\u0648\u062c\u0648\u062f\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"On their own, they just tell you something\u2019s there and how far away it is. But when you pair them with machine learning or AI models, you can train systems to recognize patterns, whether it\u2019s a building, a tree, or a moving car. That\u2019s where geospatial analysis starts to get really powerful.","inLanguage":"ar"},"inLanguage":"ar"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/181504","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/comments?post=181504"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/181504\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media\/181505"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media?parent=181504"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/categories?post=181504"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/tags?post=181504"}],"curies":[{"name":"\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}