دانلود کتاب Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems

Name: Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems
Availability: InStock
Author: Vipin Kumar Kukkala
ISBN: 9783031280160,3031280164

by Vipin Kumar Kukkala, Sudeep Pasricha

عنوان فارسی: تکنیکهای یادگیری ماشین و بهینهسازی برای سیستمهای فیزیکی-سایبری خودرو
ناشر: Springer Nature
سال: 2023
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 782-782
شابک: 9783031280160,3031280164
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 32.07 مگابایت

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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.