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Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems

Hardcover - 9783031280153
90,94 €
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Softcover - 9783031280184
90,94 €

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Weitere Formate

Softcover - 9783031280184
90,94 €

Beschreibung

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.


Details

Verlag Springer International Publishing
Ersterscheinung 02. September 2023
Maße 23.5 cm x 15.5 cm
Gewicht 1361 Gramm
Format Hardcover
ISBN-13 9783031280153
Auflage 2023
Seiten 789

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