Liu, Shaoshan.
Robotic Computing on FPGAs [electronic resource] / by Shaoshan Liu, Zishen Wan, Bo Yu, Yu Wang. - 1st ed. 2021. - XVI, 202 p. online resource. - Synthesis Lectures on Computer Architecture, 1935-3243 . - Synthesis Lectures on Computer Architecture, .
Preface -- Introduction and Overview -- FPGA Technologies -- Perception on FPGAs -- Deep Learning -- Perception on FPGAs -- Stereo Vision -- Localization on FPGAs -- Planning on FPGAs -- Multi-Robot Collaboration on FPGAs -- Autonomous Vehicles Powered by FPGAs -- Space Robots Powered by FPGAs -- Conclusion -- Bibliography -- Authors' Biographies.
This book provides a thorough overview of the state-of-the-art field-programmable gate array (FPGA)-based robotic computing accelerator designs and summarizes their adopted optimized techniques. This book consists of ten chapters, delving into the details of how FPGAs have been utilized in robotic perception, localization, planning, and multi-robot collaboration tasks. In addition to individual robotic tasks, this book provides detailed descriptions of how FPGAs have been used in robotic products, including commercial autonomous vehicles and space exploration robots.
9783031017711
10.1007/978-3-031-01771-1 doi
Electronic circuits.
Microprocessors.
Computer architecture.
Electronic Circuits and Systems.
Processor Architectures.
TK7867-7867.5
621.3815
Robotic Computing on FPGAs [electronic resource] / by Shaoshan Liu, Zishen Wan, Bo Yu, Yu Wang. - 1st ed. 2021. - XVI, 202 p. online resource. - Synthesis Lectures on Computer Architecture, 1935-3243 . - Synthesis Lectures on Computer Architecture, .
Preface -- Introduction and Overview -- FPGA Technologies -- Perception on FPGAs -- Deep Learning -- Perception on FPGAs -- Stereo Vision -- Localization on FPGAs -- Planning on FPGAs -- Multi-Robot Collaboration on FPGAs -- Autonomous Vehicles Powered by FPGAs -- Space Robots Powered by FPGAs -- Conclusion -- Bibliography -- Authors' Biographies.
This book provides a thorough overview of the state-of-the-art field-programmable gate array (FPGA)-based robotic computing accelerator designs and summarizes their adopted optimized techniques. This book consists of ten chapters, delving into the details of how FPGAs have been utilized in robotic perception, localization, planning, and multi-robot collaboration tasks. In addition to individual robotic tasks, this book provides detailed descriptions of how FPGAs have been used in robotic products, including commercial autonomous vehicles and space exploration robots.
9783031017711
10.1007/978-3-031-01771-1 doi
Electronic circuits.
Microprocessors.
Computer architecture.
Electronic Circuits and Systems.
Processor Architectures.
TK7867-7867.5
621.3815