Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems

Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems

Pasricha, Sudeep
Kukkala, Vipin Kumar

Hardcover

Technology & EngineeringGeneral Computers

ISBN10: 3031280156
ISBN13: 9783031280153
Publisher: Springer
Published: Sep 2 2023
Pages: 789
Weight: 2.86
Height: 1.69 Width: 6.14 Depth: 9.21
Language: English

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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