Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems - Vipin Kumar Kukkala

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Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems

By: Vipin Kumar Kukkala (Editor), Sudeep Pasricha (Editor)

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Hardcover | 2 September 2023

At a Glance

Hardcover
808 Pages

Dimensions(cm)
23.5 x 15.49 x 4.29

Hardcover

$179.00

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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.

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