株式会社極東書店トップ商品一覧Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems. 2023 ed.

商品詳細

Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems. 2023 ed.

Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems. 2023 ed.

・ISBN 978-3-031-28018-4 paper EUR 79.99

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お気に入り
著者・編者Kukkala, Vipin Kumar / Pasricha, Sudeep (eds.),
出版社 (Springer International Publishing AG, SZ)
出版年月2024
ページ数789 pp.
言語ENG
ニュース番号<A03-67687>

解説

This book provides comprehensive coverage of various solutions that address issues related to real-time performance, security, and robustness in emerging automotive platforms. The authors discuss recent advances towards the goal of enabling reliable, secure, and robust, time-critical automotive cyber-physical systems, using advanced optimization and machine learning techniques. The focus is on presenting state-of-the-art solutions to various challenges including real-time data scheduling, secure communication within and outside the vehicle, tolerance to faults, optimizing the use of resource-constrained automotive ECUs, intrusion detection, and developing robust perception and control techniques for increasingly autonomous vehicles.