Autonomous driving algorithms and Its IC Design

The book "Autonomous Driving Algorithms and Its IC Design" offers a comprehensive analysis of the challenges and developments in the field of autonomous driving. Given the rapid advancements in artificial intelligence and the introduction of new sensors, the need for powerful algorithms and specialized integrated circuits (ICs) becomes evident. The authors, Dong Xia and Jianfeng Ren, highlight the limitations of traditional computing architectures and argue that custom ASICs will shape the future of autonomous vehicle systems. The book is divided into thirteen chapters that address various aspects of algorithm design, optimization of deep learning models, and software architecture for autonomous driving. It is aimed at students and professionals interested in the technical foundations and practical applications in the field of autonomous driving.