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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
Autonomous Driving Algorithms and Its IC Design

Autonomous Driving Algorithms and Its IC Design

Ren, Jianfeng
Xia, Dong

Hardcover

Technology & EngineeringGeneral ComputersProgramming

ISBN10: 9819928966
ISBN13: 9789819928965
Publisher: Springer Nature
Published: Aug 10 2023
Pages: 294
Weight: 1.37
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English

With the rapid development of artificial intelligence and the emergence of various new sensors, autonomous driving has grown in popularity in recent years. The implementation of autonomous driving requires new sources of sensory data, such as cameras, radars, and lidars, and the algorithm processing requires a high degree of parallel computing. In this regard, traditional CPUs have insufficient computing power, while DSPs are good at image processing but lack sufficient performance for deep learning. Although GPUs are good at training, they are too power-hungry, which can affect vehicle performance. Therefore, this book looks to the future, arguing that custom ASICs are bound to become mainstream. With the goal of ICs design for autonomous driving, this book discusses the theory and engineering practice of designing future-oriented autonomous driving SoC chips.

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