{"id":126836,"date":"2024-12-04T15:00:22","date_gmt":"2024-12-04T12:00:22","guid":{"rendered":"https:\/\/i-hls.com\/?p=126836"},"modified":"2024-12-04T15:00:22","modified_gmt":"2024-12-04T12:00:22","slug":"%d7%a4%d7%aa%d7%a8%d7%95%d7%9f-%d7%9e%d7%91%d7%95%d7%a1%d7%a1-ai-%d7%9e%d7%98%d7%a4%d7%9c-%d7%91%d7%91%d7%a2%d7%99%d7%95%d7%aa-gnss-%d7%91%d7%a1%d7%91%d7%99%d7%91%d7%95%d7%aa-%d7%a2%d7%99%d7%a8%d7%95","status":"publish","type":"post","link":"https:\/\/i-hls.com\/he\/archives\/126836","title":{"rendered":"\u05e4\u05ea\u05e8\u05d5\u05df \u05de\u05d1\u05d5\u05e1\u05e1 AI \u05de\u05d8\u05e4\u05dc \u05d1\u05d1\u05e2\u05d9\u05d5\u05ea GNSS \u05d1\u05e1\u05d1\u05d9\u05d1\u05d5\u05ea \u05e2\u05d9\u05e8\u05d5\u05e0\u05d9\u05d5\u05ea"},"content":{"rendered":"<p>GNSS (Global Navigation Satellite Systems) \u05de\u05de\u05dc\u05d0\u05ea \u05ea\u05e4\u05e7\u05d9\u05d3 \u05de\u05e8\u05db\u05d6\u05d9 \u05d1\u05d8\u05db\u05e0\u05d5\u05dc\u05d5\u05d2\u05d9\u05d5\u05ea \u05de\u05d5\u05d3\u05e8\u05e0\u05d9\u05d5\u05ea \u05db\u05de\u05d5 \u05db\u05dc\u05d9 \u05e8\u05db\u05d1 \u05d0\u05d5\u05d8\u05d5\u05e0\u05d5\u05de\u05d9\u05d9\u05dd \u05d5\u05de\u05e2\u05e8\u05db\u05d5\u05ea \u05ea\u05d7\u05d1\u05d5\u05e8\u05d4 \u05d7\u05db\u05de\u05d5\u05ea. \u05e2\u05dd \u05d6\u05d0\u05ea, \u05d1\u05d0\u05d6\u05d5\u05e8\u05d9\u05dd \u05e2\u05d9\u05e8\u05d5\u05e0\u05d9\u05d9\u05dd, \u05d1\u05e0\u05d9\u05d9\u05e0\u05d9\u05dd \u05d2\u05d1\u05d5\u05d4\u05d9\u05dd, \u05db\u05dc\u05d9 \u05e8\u05db\u05d1 \u05d5\u05de\u05d1\u05e0\u05d9\u05dd \u05d0\u05d7\u05e8\u05d9\u05dd \u05dc\u05e2\u05ea\u05d9\u05dd \u05e7\u05e8\u05d5\u05d1\u05d5\u05ea \u05d7\u05d5\u05e1\u05de\u05d9\u05dd \u05d0\u05d5\u05ea\u05d5\u05ea \u05dc\u05d5\u05d5\u05d9\u05d9\u05df, \u05de\u05d4 \u05e9\u05de\u05d5\u05d1\u05d9\u05dc \u05dc\u05e9\u05d2\u05d9\u05d0\u05d5\u05ea NLOS (Non-Line-of-Sight). \u05e9\u05d2\u05d9\u05d0\u05d5\u05ea \u05d0\u05dc\u05d4 \u05d9\u05db\u05d5\u05dc\u05d5\u05ea \u05dc\u05d4\u05e9\u05e4\u05d9\u05e2 \u05d1\u05d0\u05d5\u05e4\u05df \u05de\u05e9\u05de\u05e2\u05d5\u05ea\u05d9 \u05e2\u05dc \u05d3\u05d9\u05d5\u05e7 \u05d4\u05d1\u05e0\u05ea \u05d4\u05de\u05d9\u05e7\u05d5\u05dd, \u05e9\u05d4\u05d5\u05d0 \u05d7\u05d9\u05d5\u05e0\u05d9 \u05dc\u05ea\u05e9\u05ea\u05d9\u05ea \u05e2\u05d9\u05e8 \u05d7\u05db\u05de\u05d4 \u05d5\u05dc\u05d8\u05db\u05e0\u05d5\u05dc\u05d5\u05d2\u05d9\u05d5\u05ea \u05e0\u05d9\u05d5\u05d5\u05d8. \u05db\u05e2\u05ea, \u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05d4\u05e6\u05d9\u05d2\u05d5 \u05e4\u05ea\u05e8\u05d5\u05df \u05d7\u05d3\u05e9\u05e0\u05d9 \u05d4\u05de\u05d1\u05d5\u05e1\u05e1 \u05e2\u05dc \u05d1\u05d9\u05e0\u05d4 \u05de\u05dc\u05d0\u05db\u05d5\u05ea\u05d9\u05ea (AI) \u05db\u05d3\u05d9 \u05dc\u05d6\u05d4\u05d5\u05ea \u05d5\u05dc\u05de\u05d6\u05e2\u05e8 \u05e9\u05d2\u05d9\u05d0\u05d5\u05ea \u05d0\u05dc\u05d4, \u05d4\u05de\u05e6\u05d9\u05e2 \u05d4\u05ea\u05e7\u05d3\u05de\u05d5\u05ea \u05de\u05d1\u05d8\u05d9\u05d7\u05d4 \u05d1\u05e0\u05d9\u05d5\u05d5\u05d8 \u05e2\u05d9\u05e8\u05d5\u05e0\u05d9.<\/p>\n<p>\u05d4\u05de\u05d7\u05e7\u05e8, \u05e9\u05e4\u05d5\u05e8\u05e1\u05dd \u05d1-Satellite Navigation \u05de\u05e6\u05d9\u05d2 \u05d2\u05d9\u05e9\u05d4 \u05d7\u05d3\u05e9\u05e0\u05d9\u05ea \u05de\u05d1\u05d5\u05e1\u05e1\u05ea \u05dc\u05de\u05d9\u05d3\u05ea \u05de\u05db\u05d5\u05e0\u05d4 \u05e9\u05e0\u05d5\u05e2\u05d3\u05d4 \u05dc\u05d4\u05ea\u05de\u05d5\u05d3\u05d3 \u05e2\u05dd \u05d1\u05e2\u05d9\u05d5\u05ea NLOS \u05d1\u05de\u05e2\u05e8\u05db\u05d5\u05ea GNSS. \u05d4\u05e9\u05d9\u05d8\u05d4 \u05e4\u05d5\u05ea\u05d7\u05d4 \u05e2\u05dc \u05d9\u05d3\u05d9 \u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05de\u05d0\u05d5\u05e0\u05d9\u05d1\u05e8\u05e1\u05d9\u05d8\u05ea \u05d5\u05d5\u05d4\u05d0\u05df, \u05d0\u05d5\u05e0\u05d9\u05d1\u05e8\u05e1\u05d9\u05d8\u05ea Southeast, \u05d5-Baidu, \u05d5\u05de\u05e9\u05ea\u05de\u05e9\u05ea \u05de\u05d5\u05d3\u05dc \u05d4\u05d1\u05d9\u05e0\u05d4 \u05d4\u05de\u05dc\u05d0\u05db\u05d5\u05ea\u05d9\u05ea Light Gradient Boosting Machine (LightGBM). \u05d4\u05de\u05d5\u05d3\u05dc \u05d9\u05db\u05d5\u05dc \u05dc\u05d4\u05d1\u05d3\u05d9\u05dc \u05d1\u05d9\u05df \u05d0\u05d5\u05ea\u05d5\u05ea \u05d1\u05e7\u05d5 \u05d4\u05e8\u05d0\u05d9\u05d9\u05d4 (LOS) \u05d5\u05d0\u05d5\u05ea\u05d5\u05ea NLOS, \u05d5\u05d1\u05db\u05da \u05de\u05e9\u05e4\u05e8 \u05d0\u05ea \u05d4\u05d0\u05de\u05d9\u05e0\u05d5\u05ea \u05e9\u05dc \u05de\u05e2\u05e8\u05db\u05d5\u05ea \u05de\u05d9\u05e7\u05d5\u05dd \u05de\u05d1\u05d5\u05e1\u05e1\u05d5\u05ea GNSS.<\/p>\n<p>\u05e2\u05dc \u05e4\u05d9 TechXplore, \u05d4\u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05d4\u05d5\u05db\u05d9\u05d7\u05d5 \u05d0\u05ea \u05d4\u05e4\u05ea\u05e8\u05d5\u05df \u05e9\u05dc\u05d4\u05dd \u05d1\u05d0\u05de\u05e6\u05e2\u05d5\u05ea \u05e0\u05d9\u05e1\u05d5\u05d9\u05d9\u05dd \u05d1\u05e2\u05d5\u05dc\u05dd \u05d4\u05d0\u05de\u05d9\u05ea\u05d9 \u05e9\u05e0\u05e2\u05e8\u05db\u05d5 \u05d1\u05d5\u05d5\u05d4\u05d0\u05df, \u05e1\u05d9\u05df, \u05d5\u05d1\u05d3\u05e7\u05d5 \u05d0\u05d5\u05ea\u05d5 \u05d1\u05e1\u05d1\u05d9\u05d1\u05d5\u05ea \u05e2\u05d9\u05e8\u05d5\u05e0\u05d9\u05d5\u05ea \u05de\u05d5\u05e8\u05db\u05d1\u05d5\u05ea \u05e2\u05dd \u05de\u05d1\u05e0\u05d9\u05dd \u05e6\u05e4\u05d5\u05e4\u05d9\u05dd. \u05d4\u05e9\u05d9\u05d8\u05d4 \u05de\u05e9\u05ea\u05de\u05e9\u05ea \u05d1\u05de\u05e6\u05dc\u05de\u05ea Fisheye \u05db\u05d3\u05d9 \u05dc\u05dc\u05db\u05d5\u05d3 \u05e0\u05e8\u05d0\u05d5\u05ea \u05dc\u05d5\u05d5\u05d9\u05d9\u05e0\u05d9\u05ea, \u05d5\u05db\u05da \u05de\u05e1\u05d5\u05d5\u05d2\u05ea \u05d0\u05d5\u05ea\u05d5\u05ea \u05db-LOS \u05d0\u05d5 NLOS. \u05dc\u05d0\u05d7\u05e8 \u05de\u05db\u05df, \u05d4\u05d5\u05d0 \u05de\u05e0\u05ea\u05d7 \u05ea\u05db\u05d5\u05e0\u05d5\u05ea \u05db\u05d2\u05d5\u05df \u05d9\u05d7\u05e1 \u05d0\u05d5\u05ea \u05dc\u05e8\u05e2\u05e9, \u05d6\u05d5\u05d5\u05d9\u05ea \u05d2\u05d5\u05d1\u05d4, \u05e2\u05e7\u05d1\u05d9\u05d5\u05ea \u05e4\u05e1\u05d0\u05d5\u05d3\u05d5-\u05d8\u05d5\u05d5\u05d7 \u05d5\u05e2\u05e7\u05d1\u05d9\u05d5\u05ea \u05e4\u05d0\u05d6\u05d4. \u05e2\u05dc \u05d9\u05d3\u05d9 \u05d6\u05d9\u05d4\u05d5\u05d9 \u05d4\u05e7\u05d5\u05e8\u05dc\u05e6\u05d9\u05d5\u05ea \u05d1\u05d9\u05df \u05d2\u05d5\u05e8\u05de\u05d9\u05dd \u05d0\u05dc\u05d4 \u05dc\u05d1\u05d9\u05df \u05e1\u05d5\u05d2\u05d9 \u05d4\u05d0\u05d5\u05ea\u05d5\u05ea, \u05de\u05d5\u05d3\u05dc LightGBM \u05d4\u05e9\u05d9\u05d2 \u05d3\u05d9\u05d5\u05e7 \u05e9\u05dc 92%, \u05d5\u05d1\u05d9\u05e6\u05d5\u05e2\u05d9\u05dd \u05d8\u05d5\u05d1\u05d9\u05dd \u05d9\u05d5\u05ea\u05e8 \u05de\u05e9\u05d9\u05d8\u05d5\u05ea \u05de\u05e1\u05d5\u05e8\u05ea\u05d9\u05d5\u05ea.<\/p>\n<p>\u05d3&quot;\u05e8 Xiaohong Zhang, \u05d4\u05d7\u05d5\u05e7\u05e8 \u05d4\u05e8\u05d0\u05e9\u05d9, \u05d4\u05d3\u05d2\u05d9\u05e9 \u05d0\u05ea \u05d4\u05d4\u05e9\u05e4\u05e2\u05d4 \u05d4\u05e4\u05d5\u05d8\u05e0\u05e6\u05d9\u05d0\u05dc\u05d9\u05ea \u05e9\u05dc \u05d7\u05d3\u05e9\u05e0\u05d5\u05ea \u05d6\u05d5: &quot;\u05e2\u05dc \u05d9\u05d3\u05d9 \u05e9\u05d9\u05de\u05d5\u05e9 \u05d1\u05dc\u05de\u05d9\u05d3\u05ea \u05de\u05db\u05d5\u05e0\u05d4 \u05db\u05d3\u05d9 \u05dc\u05e0\u05ea\u05d7 \u05ea\u05db\u05d5\u05e0\u05d5\u05ea \u05d0\u05d5\u05ea \u05de\u05e8\u05d5\u05d1\u05d5\u05ea, \u05d4\u05e8\u05d0\u05d9\u05e0\u05d5 \u05db\u05d9 \u05d0\u05d9 \u05d4\u05db\u05dc\u05dc\u05ea \u05d0\u05d5\u05ea\u05d5\u05ea NLOS \u05d9\u05db\u05d5\u05dc\u05d4 \u05dc\u05e9\u05e4\u05e8 \u05d1\u05d0\u05d5\u05e4\u05df \u05de\u05e9\u05de\u05e2\u05d5\u05ea\u05d9 \u05d0\u05ea \u05d4\u05d3\u05d9\u05d5\u05e7 \u05d5\u05d4\u05d0\u05de\u05d9\u05e0\u05d5\u05ea \u05e9\u05dc \u05de\u05e2\u05e8\u05db\u05d5\u05ea \u05e0\u05d9\u05d5\u05d5\u05d8 \u05de\u05d1\u05d5\u05e1\u05e1\u05d5\u05ea \u05dc\u05d5\u05d5\u05d9\u05d9\u05df. \u05d9\u05e9 \u05dc\u05db\u05da \u05d4\u05e9\u05dc\u05db\u05d5\u05ea \u05de\u05e9\u05de\u05e2\u05d5\u05ea\u05d9\u05d5\u05ea \u05e2\u05dc \u05d9\u05d9\u05e9\u05d5\u05de\u05d9\u05dd \u05db\u05de\u05d5 \u05e0\u05d4\u05d9\u05d2\u05d4 \u05d0\u05d5\u05d8\u05d5\u05e0\u05d5\u05de\u05d9\u05ea \u05d5\u05ea\u05e9\u05ea\u05d9\u05d5\u05ea \u05e2\u05d9\u05e8 \u05d7\u05db\u05de\u05d4&quot;.<\/p>\n<p>\u05e4\u05e8\u05d9\u05e6\u05ea \u05d3\u05e8\u05da \u05d6\u05d5 \u05de\u05d1\u05d8\u05d9\u05d7\u05d4 \u05dc\u05e9\u05e4\u05e8 \u05d0\u05ea \u05d4\u05e0\u05d9\u05d5\u05d5\u05d8 \u05d1\u05e2\u05e8\u05d9\u05dd, \u05d5\u05dc\u05d4\u05d1\u05d8\u05d9\u05d7 \u05db\u05d9 \u05de\u05e2\u05e8\u05db\u05d5\u05ea GNSS \u05d9\u05d9\u05e9\u05d0\u05e8\u05d5 \u05d0\u05de\u05d9\u05e0\u05d5\u05ea \u05d2\u05dd \u05d1\u05e1\u05d1\u05d9\u05d1\u05d5\u05ea \u05de\u05d0\u05ea\u05d2\u05e8\u05d5\u05ea. \u05db\u05db\u05dc \u05e9\u05d0\u05d6\u05d5\u05e8\u05d9\u05dd \u05e2\u05d9\u05e8\u05d5\u05e0\u05d9\u05d9\u05dd \u05d9\u05d4\u05e4\u05db\u05d5 \u05dc\u05d7\u05db\u05de\u05d9\u05dd \u05d5\u05de\u05d7\u05d5\u05d1\u05e8\u05d9\u05dd \u05d9\u05d5\u05ea\u05e8, \u05e9\u05d9\u05e4\u05d5\u05e8 \u05d4\u05d3\u05d9\u05d5\u05e7 \u05e9\u05dc \u05d8\u05db\u05e0\u05d5\u05dc\u05d5\u05d2\u05d9\u05d9\u05ea GNSS \u05d9\u05d4\u05d9\u05d4 \u05d7\u05d9\u05d5\u05e0\u05d9 \u05dc\u05d3\u05d5\u05e8 \u05d4\u05d1\u05d0 \u05e9\u05dc \u05ea\u05d7\u05d1\u05d5\u05e8\u05d4 \u05d5\u05ea\u05e9\u05ea\u05d9\u05d5\u05ea \u05e2\u05d9\u05e8\u05d5\u05e0\u05d9\u05d5\u05ea.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>GNSS (Global Navigation Satellite Systems) \u05de\u05de\u05dc\u05d0\u05ea \u05ea\u05e4\u05e7\u05d9\u05d3 \u05de\u05e8\u05db\u05d6\u05d9 \u05d1\u05d8\u05db\u05e0\u05d5\u05dc\u05d5\u05d2\u05d9\u05d5\u05ea \u05de\u05d5\u05d3\u05e8\u05e0\u05d9\u05d5\u05ea \u05db\u05de\u05d5 \u05db\u05dc\u05d9 \u05e8\u05db\u05d1 \u05d0\u05d5\u05d8\u05d5\u05e0\u05d5\u05de\u05d9\u05d9\u05dd \u05d5\u05de\u05e2\u05e8\u05db\u05d5\u05ea \u05ea\u05d7\u05d1\u05d5\u05e8\u05d4 \u05d7\u05db\u05de\u05d5\u05ea. \u05e2\u05dd \u05d6\u05d0\u05ea, \u05d1\u05d0\u05d6\u05d5\u05e8\u05d9\u05dd \u05e2\u05d9\u05e8\u05d5\u05e0\u05d9\u05d9\u05dd, \u05d1\u05e0\u05d9\u05d9\u05e0\u05d9\u05dd \u05d2\u05d1\u05d5\u05d4\u05d9\u05dd, \u05db\u05dc\u05d9 \u05e8\u05db\u05d1 \u05d5\u05de\u05d1\u05e0\u05d9\u05dd \u05d0\u05d7\u05e8\u05d9\u05dd \u05dc\u05e2\u05ea\u05d9\u05dd \u05e7\u05e8\u05d5\u05d1\u05d5\u05ea \u05d7\u05d5\u05e1\u05de\u05d9\u05dd \u05d0\u05d5\u05ea\u05d5\u05ea \u05dc\u05d5\u05d5\u05d9\u05d9\u05df, \u05de\u05d4 \u05e9\u05de\u05d5\u05d1\u05d9\u05dc \u05dc\u05e9\u05d2\u05d9\u05d0\u05d5\u05ea NLOS (Non-Line-of-Sight). \u05e9\u05d2\u05d9\u05d0\u05d5\u05ea \u05d0\u05dc\u05d4 \u05d9\u05db\u05d5\u05dc\u05d5\u05ea \u05dc\u05d4\u05e9\u05e4\u05d9\u05e2 \u05d1\u05d0\u05d5\u05e4\u05df \u05de\u05e9\u05de\u05e2\u05d5\u05ea\u05d9 \u05e2\u05dc \u05d3\u05d9\u05d5\u05e7 \u05d4\u05d1\u05e0\u05ea \u05d4\u05de\u05d9\u05e7\u05d5\u05dd, \u05e9\u05d4\u05d5\u05d0 \u05d7\u05d9\u05d5\u05e0\u05d9 \u05dc\u05ea\u05e9\u05ea\u05d9\u05ea \u05e2\u05d9\u05e8 \u05d7\u05db\u05de\u05d4 \u05d5\u05dc\u05d8\u05db\u05e0\u05d5\u05dc\u05d5\u05d2\u05d9\u05d5\u05ea \u05e0\u05d9\u05d5\u05d5\u05d8. \u05db\u05e2\u05ea, 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