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Titlebook: AI-enabled Technologies for Autonomous and Connected Vehicles; Yi Lu Murphey,Ilya Kolmanovsky,Paul Watta Book 2023 The Editor(s) (if appli

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發(fā)表于 2025-3-21 18:59:31 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱AI-enabled Technologies for Autonomous and Connected Vehicles
影響因子2023Yi Lu Murphey,Ilya Kolmanovsky,Paul Watta
視頻videohttp://file.papertrans.cn/143/142856/142856.mp4
發(fā)行地址Reports on cutting-edge technologies for automated driving.Describes advanced applications of machine learning, big data, AI and control.Discusses aspects related to safety, energy efficiency, and hum
學(xué)科分類Lecture Notes in Intelligent Transportation and Infrastructure
圖書封面Titlebook: AI-enabled Technologies for Autonomous and Connected Vehicles;  Yi Lu Murphey,Ilya Kolmanovsky,Paul Watta Book 2023 The Editor(s) (if appli
影響因子.This book reports on cutting-edge research and advances in the field of intelligent vehicle systems. It presents a broad range of AI-enabled technologies, with a focus on automated, autonomous and connected vehicle systems. ?It covers advanced machine learning technologies, including deep and reinforcement learning algorithms, transfer learning and learning from big data, as well as control theory applied to mobility and vehicle?systems. Furthermore, it reports on cutting-edge technologies for environmental perception and vehicle-to-everything (V2X), discussing socioeconomic and environmental implications, and aspects related to human factors and energy-efficiency alike, of automated mobility. Gathering chapters written by renowned researchers and professionals, this book offers a good balance of theoretical and practical knowledge. It provides researchers, practitioners and policy makers with a comprehensive and timely guide on the field of autonomous driving technologies.? .
Pindex Book 2023
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Solving the Afforestation Problem,ogy companies such as Waymo and Tesla which resulted in impressive progress toward highest levels of driving automation. We then describe our efforts in the areas of future radars and lidars, specifically, those which go beyond 2D and mechanical scanning emphasizing importance of AI in improving sen
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Galina Merkuryeva,Vitaly Bolshakovto discuss modern applications of artificial intelligence to Active Safety Systems. This chapter begins with an introduction to the technology enabling Active Safety Systems and its impact on improving on-road safety. A new dataset is introduced that captures the prevalence of Active Safety Systems
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Applied Simulation and Optimizationty with respect to an . reference trajectory and avoidance of pop-up or moving obstacles is still an open problem. While it is well-known how to design a closed-loop stable MPC with respect to a reference trajectory that satisfies the system dynamics, this chapter discusses how to guarantee stabilit
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