{"id":3885,"date":"2025-07-09T19:37:14","date_gmt":"2025-07-09T11:37:14","guid":{"rendered":"https:\/\/www.key-iot.com\/?p=3885"},"modified":"2025-07-09T19:37:59","modified_gmt":"2025-07-09T11:37:59","slug":"5g-empowering-l4-autonomous-driving-teaching-and-training-case-study","status":"publish","type":"post","link":"https:\/\/www.key-iot.com\/fr\/solutions\/etude-de-cas-sur-lenseignement-et-la-formation-a-la-conduite-autonome-dans-le-cadre-de-linitiative-5g-qui-donne-des-moyens-a-linitiative-l4\/","title":{"rendered":"La 5G au service de l'enseignement et de la formation \u00e0 la conduite autonome de L4 \u00c9tude de cas"},"content":{"rendered":"<h1 class=\"_1vwisb31\"><img decoding=\"async\" class=\"size-full wp-image-3887 aligncenter\" src=\"https:\/\/www.key-iot.com\/wp-content\/uploads\/2025\/07\/\u5fae\u4fe1\u56fe\u7247_20250709191413.png\" alt=\"\" width=\"663\" height=\"447\" srcset=\"https:\/\/www.key-iot.com\/wp-content\/uploads\/2025\/07\/\u5fae\u4fe1\u56fe\u7247_20250709191413.png 663w, https:\/\/www.key-iot.com\/wp-content\/uploads\/2025\/07\/\u5fae\u4fe1\u56fe\u7247_20250709191413-300x202.png 300w, https:\/\/www.key-iot.com\/wp-content\/uploads\/2025\/07\/\u5fae\u4fe1\u56fe\u7247_20250709191413-600x405.png 600w\" sizes=\"(max-width: 663px) 100vw, 663px\" \/><\/h1>\n<p><span class=\"_1vwisb38\" data-testid=\"youchat-text\">La conduite autonome associe logiciel et mat\u00e9riel, ce qui en fait un domaine interdisciplinaire exceptionnellement complexe. Elle se compose de plusieurs modules, notamment la perception, la planification et le contr\u00f4le, et fait appel \u00e0 de nombreuses disciplines telles que l'apprentissage automatique, la vision par ordinateur, le contr\u00f4le automatique et l'ing\u00e9nierie automobile. Dans le contexte du d\u00e9veloppement rapide de l'intelligence artificielle, des technologies telles que l'apprentissage automatique, l'apprentissage profond et l'apprentissage par renforcement sont \u00e9troitement li\u00e9es \u00e0 la conduite autonome. L'intelligence artificielle offre une solution technique efficace pour la conduite autonome.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span class=\"_1vwisb38\" data-testid=\"youchat-text\"> Par exemple, la technologie de l'IA permet aux v\u00e9hicules de comprendre les donn\u00e9es obtenues \u00e0 partir des capteurs du v\u00e9hicule et d'extraire des informations s\u00e9mantiques cl\u00e9s de l'environnement. En outre, les v\u00e9hicules utilisent ces informations s\u00e9mantiques pour la planification et la prise de d\u00e9cision. Par exemple, \u00e0 l'approche d'un trottoir ou de pi\u00e9tons, le v\u00e9hicule ralentit automatiquement pour attendre que les pi\u00e9tons passent ; lorsque le v\u00e9hicule qui pr\u00e9c\u00e8de freine brusquement, il d\u00e9termine s'il doit imm\u00e9diatement r\u00e9duire sa vitesse ou changer de voie. Gr\u00e2ce \u00e0 l'int\u00e9gration de l'IA, l'exp\u00e9rience de conduite et la s\u00e9curit\u00e9 pendant le fonctionnement du v\u00e9hicule sont grandement am\u00e9lior\u00e9es.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4 class=\"_1vwisb34\"><img decoding=\"async\" class=\"size-full wp-image-3886 aligncenter\" title=\"2bfdb622ad7506cc04b25898e7a46f23\" src=\"https:\/\/www.key-iot.com\/wp-content\/uploads\/2025\/07\/2bfdb622ad7506cc04b25898e7a46f23.png\" alt=\"2bfdb622ad7506cc04b25898e7a46f23\" width=\"705\" height=\"309\" srcset=\"https:\/\/www.key-iot.com\/wp-content\/uploads\/2025\/07\/2bfdb622ad7506cc04b25898e7a46f23.png 705w, https:\/\/www.key-iot.com\/wp-content\/uploads\/2025\/07\/2bfdb622ad7506cc04b25898e7a46f23-300x131.png 300w, https:\/\/www.key-iot.com\/wp-content\/uploads\/2025\/07\/2bfdb622ad7506cc04b25898e7a46f23-600x263.png 600w\" sizes=\"(max-width: 705px) 100vw, 705px\" \/><\/h4>\n<h4 class=\"_1vwisb34\">Introduction de l'application de la solution<\/h4>\n<h4 class=\"_1vwisb34\">01 Section Contr\u00f4leur de domaine<\/h4>\n<p><span class=\"_1vwisb38\" data-testid=\"youchat-text\">Les capteurs externes du v\u00e9hicule (LiDAR, cam\u00e9ras, GNSS, etc.) collectent des donn\u00e9es externes pertinentes, qui servent de base aux commandes op\u00e9rationnelles \u00e9mises par le contr\u00f4leur de domaine.<\/span><\/p>\n<h4 class=\"_1vwisb34\">02 Section ch\u00e2ssis-by-wire<\/h4>\n<p><span class=\"_1vwisb38\" data-testid=\"youchat-text\">En tant qu'ex\u00e9cuteur des commandes du v\u00e9hicule, il doit, d\u00e8s r\u00e9ception des instructions op\u00e9rationnelles du contr\u00f4leur de domaine, effectuer imm\u00e9diatement des op\u00e9rations telles que le freinage d'urgence.<\/span><\/p>\n<h4 class=\"_1vwisb34\">03 Section Communication<\/h4>\n<p><span class=\"_1vwisb38\" data-testid=\"youchat-text\">Fournit des canaux de donn\u00e9es \u00e0 faible latence en liaison montante et descendante pour garantir que les commandes de surveillance et d'exploitation atteignent rapidement le point final ; adopte la m\u00e9thode du connecteur d'aviation M12 pour garantir des interfaces s\u00e9curis\u00e9es et fournit des interfaces de communication CAN.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4 class=\"_1vwisb34\">04 Section du syst\u00e8me en nuage<\/h4>\n<p><span class=\"_1vwisb38\" data-testid=\"youchat-text\">Il permet de surveiller en temps r\u00e9el l'\u00e9tat de fonctionnement actuel du v\u00e9hicule, d'\u00e9mettre des ordres d'ex\u00e9cution pour que le v\u00e9hicule suive des itin\u00e9raires nouvellement planifi\u00e9s et de mettre en \u0153uvre la commande \u00e0 distance du v\u00e9hicule par l'interm\u00e9diaire de syst\u00e8mes de conduite intelligents.<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.key-iot.com\/wp-content\/uploads\/2024\/09\/%E5%BE%AE%E4%BF%A1%E5%9B%BE%E7%89%87_20250430161801-1024x440.png\" \/><\/p>","protected":false},"excerpt":{"rendered":"<p>Autonomous driving combines software and hardware, representing an exceptionally complex interdisciplinary field. It consists of multiple modules including perception, planning, and control, involving numerous disciplines such as machine learning, computer vision, automatic control, and vehicle engineering. Particularly against the backdrop of rapidly developing artificial intelligence, technologies like machine learning, deep learning, and reinforcement learning are [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3888,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"themepark_post_bcolor":"#f5f5f5","themepark_post_width":"1022px","themepark_post_img":"","themepark_post_img_po":"left","themepark_post_img_re":false,"themepark_post_img_cover":false,"themepark_post_img_fixed":false,"themepark_post_hide_title":false,"themepark_post_main_b":"","themepark_post_main_p":100,"themepark_paddingblock":false,"footnotes":""},"categories":[47],"tags":[],"class_list":["post-3885","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-solutions"],"metadata":{"classic-editor-remember":["classic-editor"],"_edit_lock":["1752063716:1"],"_edit_last":["1"],"themepark_seo_title":["5G Empowering L4 Autonomous Driving Teaching and Training Case Study"],"themepark_seo_description":["Autonomous driving combines software and hardware, representing an exceptionally complex interdisciplinary field. 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