Robotic Computing on FPGAs

· · ·
· Springer Nature
電子書
202
頁數
評分和評論未經驗證 瞭解詳情

關於這本電子書

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.

關於作者

Dr. Shaoshan Liu is founder and CEO of PerceptIn Inc, a company focusing on developing autonomous driving technologies. Dr. Liu has published more than 70 research papers, 40 U.S. patents, and over 150 international patents on autonomous driving technologies and robotics, as well as two books on autonomous driving technologies, Creating Autonomous Vehicle Systems (Morgan Claypool) and Engineering Autonomous Vehicles and Robots: The DragonFly Modular-based Approach (Wiley - IEEE). He is a senior member of IEEE, a Distinguished Speaker of the IEEE Computer Society, a Distinguished Speaker of ACM, and a founder of the IEEE Special Technical Community on Autonomous Driving Technologies. Dr. Liu received a Master of Public Administration (MPA) from Harvard Kennedy School, a Ph.D. in Computer Engineering from University of California, Irvine.Zishen Wan received an M.S. degree from Harvard University, Cambridge, MA, USA, in 2020, and a B.S. degree from Harbin Institute of Technology, Harbin, China, in 2018, both in electrical engineering. He is currently pursuing a Ph.D. in Electrical and Computer Engineering at Georgia Institute of Technology, Atlanta, GA, USA. He has a broad research interest in VLSI design, computer architecture, machine learning, and edge intelligence, with a focus on energy-efficient and robust hardware and system design for autonomous machines. He received the Best Paper Award at DAC 2020 and CAL 2020.Dr. Bo Yu received a Ph.D. from the Institute of Microelectronics, Tsinghua University, Beijing, China, in 2013and a B.S. degree in electronic technology and science from Tianjin University, Tianjin, China, in 2006.He is currently the CTO of PerceptIn Inc, a company focusing on providing visual perception solutions for robotics and autonomous driving. His current research interests include algorithms and systems for robotics and autonomous vehicles. Dr. Yu is also a Founding Member of the IEEE Special Technical Community on Autonomous Driving and a senior member of IEEE.Dr. Yu Wang received his Ph.D. (with honors) and B.S. degrees from Tsinghua University, Beijing, China in 2007 and 2002, respectively. He is currently a Tenured Professor and Chair of the Department of Electronic Engineering, Tsinghua University. His research interests include application-specific hardware computing, parallel circuit analysis, and power/reliability aware system design methodology. Dr. Wang has authored and coauthored over 250 papers in refereed journals and conferences. He received the Best Paper Award at ASPDAC 2019, FPGA 2017, NVMSA17, and ISVLSI 2012 and the Best Poster Award at HEART 2012, with an additional 9 Best Paper Nominations. He received the DAC Under-40 Innovator Award in 2018. He served as the TPC chair for ICFPT 2019, ISVLSI 2018, and ICFPT 2011, as the Finance Chair of ISLPED 2012–2016, and as a program committee member for leading conferences in the EDA/FPGA area. Currently, he serves as Associate Editor forIEEE Trans on CAS for Video Technology, IEEE Transactions on CAD, and ACM TECS. He is an IEEE and ACM senior member and the co-founder of Deephi Tech (acquired by Xilinx in 2018), which is a leading deep learning computing platform provider.

為這本電子書評分

請分享你的寶貴意見。

閱讀資訊

智能手機和平板電腦
請安裝 Android 版iPad/iPhone 版「Google Play 圖書」應用程式。這個應用程式會自動與你的帳戶保持同步,讓你隨時隨地上網或離線閱讀。
手提電腦和電腦
你可以使用電腦的網絡瀏覽器聆聽在 Google Play 上購買的有聲書。
電子書閱讀器及其他裝置
如要在 Kobo 等電子墨水裝置上閱覽書籍,你需要下載檔案並傳輸到你的裝置。請按照說明中心的詳細指示,將檔案傳輸到支援的電子書閱讀器。