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Robotic Computing on FPGAs

Paperback Engels 2021 9783031006432
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Samenvatting

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.

Specificaties

ISBN13:9783031006432
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

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Inhoudsopgave

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.

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        Robotic Computing on FPGAs