{"title":"人工智能对自动驾驶汽车影响的综合研究","authors":"A. Balasundaram, M. R. Prusty, Ayesha Shaik","doi":"10.1109/PECCON55017.2022.9851143","DOIUrl":null,"url":null,"abstract":"Autonomous Vehicles (AV) is one of the prominent research areas in Automobile industry. This autonomous vehicle manufacturing and testing involves several influencing factors that need to be analysed and subsequent decision making is carried out. Added to that the decisions have to be precise and fast. Hence, it is necessary that several activities pertaining to AV leverage the services of Artificial Intelligence (AI) for its functioning. This paper performs a comprehensive study of how Artificial Intelligence and its allied sub domains play a pivotal role in AV operations. The study discusses in detail about the various complex operations in AV for which AI is used to provide solutions. Also, a clear mapping of various sub domains of AI to AV problems is performed. Finally a mapping depicting various complex operations in AV and related AI based solutions in provided.","PeriodicalId":129147,"journal":{"name":"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Comprehensive Study on the Impact of Artificial Intelligence in Autonomous Vehicles\",\"authors\":\"A. Balasundaram, M. R. Prusty, Ayesha Shaik\",\"doi\":\"10.1109/PECCON55017.2022.9851143\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Autonomous Vehicles (AV) is one of the prominent research areas in Automobile industry. This autonomous vehicle manufacturing and testing involves several influencing factors that need to be analysed and subsequent decision making is carried out. Added to that the decisions have to be precise and fast. Hence, it is necessary that several activities pertaining to AV leverage the services of Artificial Intelligence (AI) for its functioning. This paper performs a comprehensive study of how Artificial Intelligence and its allied sub domains play a pivotal role in AV operations. The study discusses in detail about the various complex operations in AV for which AI is used to provide solutions. Also, a clear mapping of various sub domains of AI to AV problems is performed. Finally a mapping depicting various complex operations in AV and related AI based solutions in provided.\",\"PeriodicalId\":129147,\"journal\":{\"name\":\"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)\",\"volume\":\"50 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-05-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PECCON55017.2022.9851143\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PECCON55017.2022.9851143","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Comprehensive Study on the Impact of Artificial Intelligence in Autonomous Vehicles
Autonomous Vehicles (AV) is one of the prominent research areas in Automobile industry. This autonomous vehicle manufacturing and testing involves several influencing factors that need to be analysed and subsequent decision making is carried out. Added to that the decisions have to be precise and fast. Hence, it is necessary that several activities pertaining to AV leverage the services of Artificial Intelligence (AI) for its functioning. This paper performs a comprehensive study of how Artificial Intelligence and its allied sub domains play a pivotal role in AV operations. The study discusses in detail about the various complex operations in AV for which AI is used to provide solutions. Also, a clear mapping of various sub domains of AI to AV problems is performed. Finally a mapping depicting various complex operations in AV and related AI based solutions in provided.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
