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This book on computing systems for autonomous driving takes a comprehensive look at the state-of-the-art computing technologies, including computing frameworks, algorithm deployment optimizations, systems runtime optimizations, dataset and benchmarking, simulators, hardware platforms, and smart infrastructures. The objectives of level 4 and level 5 autonomous driving require colossal improvement in the computing for this cyber-physical system. Beginning with a definition of computing systems for autonomous driving, this book introduces promising research topics and serves as a useful starting point for those interested in starting in the field. In addition to the current landscape, the authors examine the remaining open challenges to achieve L4/L5 autonomous driving. Computing Systems for Autonomous Driving provides a good introduction for researchers and prospective practitioners in the field. The book can also serve as a useful reference for university courses on autonomous vehicle technologies.
Transport. Traffic --- Computer architecture. Operating systems --- Computer. Automation --- automatisering --- verkeer --- transport --- algoritmen --- computernetwerken
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Transport. Traffic --- Computer architecture. Operating systems --- Computer. Automation --- automatisering --- verkeer --- transport --- algoritmen --- computernetwerken --- Multiagent systems. --- Transportation engineering --- Traffic engineering --- Awards. --- Agent-based model (Computer software) --- MASs (Multiagent systems) --- Multi-agent systems --- Systems, Multiagent --- Intelligent agents (Computer software)
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