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(Ebook) Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems by Vipin Kumar Kukkala, Sudeep Pasricha ISBN 9783031280160, 3031280164

  • SKU: EBN-52006298
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$ 32 $ 40 (-20%)

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4.6

13 reviews
Instant download (eBook) Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems after payment.
Authors:Vipin Kumar Kukkala, Sudeep Pasricha
Pages:804 pages.
Year:2023
Editon:1
Publisher:Springer
Language:english
File Size:32.07 MB
Format:pdf
ISBNS:9783031280160, 3031280164
Categories: Ebooks

Product desciption

(Ebook) Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems by Vipin Kumar Kukkala, Sudeep Pasricha ISBN 9783031280160, 3031280164

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.
*Free conversion of into popular formats such as PDF, DOCX, DOC, AZW, EPUB, and MOBI after payment.

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