Robotic Computing on FPGAs

Robotic Computing on FPGAs
Title Robotic Computing on FPGAs PDF eBook
Author Shaoshan Liu
Publisher Springer Nature
Pages 202
Release 2022-05-31
Genre Technology & Engineering
ISBN 3031017714

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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.

Robotic Exploration and Landmark Determination

Robotic Exploration and Landmark Determination
Title Robotic Exploration and Landmark Determination PDF eBook
Author K. Sridharan
Publisher Springer Science & Business Media
Pages 145
Release 2008-01-04
Genre Technology & Engineering
ISBN 3540753931

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This book presents hardware-efficient algorithms and FPGA implementations for two robotic tasks, namely exploration and landmark determination. The work identifies scenarios for mobile robotics where parallel processing and selective shutdown offered by FPGAs are invaluable. The book proceeds to systematically develop memory-driven VLSI architectures for both the tasks. The architectures are ported to a low-cost FPGA with a fairly small number of system gates.

Robotic Computing on FPGAs

Robotic Computing on FPGAs
Title Robotic Computing on FPGAs PDF eBook
Author Shaoshan Liu
Publisher Morgan & Claypool Publishers
Pages 220
Release 2021-06-30
Genre Computers
ISBN 1636391664

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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.

Reconfigurable Computing: Architectures, Tools and Applications

Reconfigurable Computing: Architectures, Tools and Applications
Title Reconfigurable Computing: Architectures, Tools and Applications PDF eBook
Author Jürgen Becker
Publisher Springer
Pages 401
Release 2009-03-07
Genre Computers
ISBN 3642006418

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This book constitutes the refereed proceedings of the 5th International Workshop on Applied Reconfigurable Computing, ARC 2009, held in Karlsruhe, Germany, in March 2009. The 21 full papers and 21 short papers presented together with the abstracts of 3 keynote lectures were carefully reviewed and selected from about 100 submissions. The papers are organized in topical sections on FPGA security and bitstream analysis, fault tolerant systems, architectures, place and route techniques, cryptography, and resource allocation and scheduling, as well as on applications.

Evolutionary Robotics: From Algorithms To Implementations

Evolutionary Robotics: From Algorithms To Implementations
Title Evolutionary Robotics: From Algorithms To Implementations PDF eBook
Author Ling-feng Wang
Publisher World Scientific
Pages 267
Release 2006-07-17
Genre Technology & Engineering
ISBN 9814477524

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This invaluable book comprehensively describes evolutionary robotics and computational intelligence, and how different computational intelligence techniques are applied to robotic system design. It embraces the most widely used evolutionary approaches with their merits and drawbacks, presents some related experiments for robotic behavior evolution and the results achieved, and shows promising future research directions. Clarity of explanation is emphasized such that a modest knowledge of basic evolutionary computation, digital circuits and engineering design will suffice for a thorough understanding of the material.The book is ideally suited to computer scientists, practitioners and researchers keen on computational intelligence techniques, especially the evolutionary algorithms in autonomous robotics at both the hardware and software levels.

Robot Intelligence Technology and Applications 3

Robot Intelligence Technology and Applications 3
Title Robot Intelligence Technology and Applications 3 PDF eBook
Author Jong-Hwan Kim
Publisher Springer
Pages 814
Release 2015-04-15
Genre Technology & Engineering
ISBN 331916841X

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This book covers all aspects of robot intelligence from perception at sensor level and reasoning at cognitive level to behavior planning at execution level for each low level segment of the machine. It also presents the technologies for cognitive reasoning, social interaction with humans, behavior generation, ability to cooperate with other robots, ambience awareness, and an artificial genome that can be passed on to other robots. These technologies are to materialize cognitive intelligence, social intelligence, behavioral intelligence, collective intelligence, ambient intelligence and genetic intelligence. The book aims at serving researchers and practitioners with a timely dissemination of the recent progress on robot intelligence technology and its applications, based on a collection of papers presented at the 3rd International Conference on Robot Intelligence Technology and Applications (RiTA), held in Beijing, China, November 6 - 8, 2014. For better readability, this edition has the total 74 papers grouped into 3 chapters: Chapter I: Ambient, Behavioral, Cognitive, Collective, and Social Robot Intelligence, Chapter II: Computational Intelligence and Intelligent Design for Advanced Robotics, Chapter III: Applications of Robot Intelligence Technology, where individual chapters, edited respectively by Peter Sincak, Hyun Myung, Jun Jo along with Weimin Yang and Jong-Hwan Kim, begin with a brief introduction written by the respective chapter editors.

Towards Ubiquitous Low-power Image Processing Platforms

Towards Ubiquitous Low-power Image Processing Platforms
Title Towards Ubiquitous Low-power Image Processing Platforms PDF eBook
Author Magnus Jahre
Publisher Springer Nature
Pages 264
Release 2020-12-15
Genre Technology & Engineering
ISBN 3030535320

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This book summarizes the key scientific outcomes of the Horizon 2020 research project TULIPP: Towards Ubiquitous Low-power Image Processing Platforms. The main focus lies on the development of high-performance, energy-efficient embedded systems for the growing range of increasingly complex image processing applications. The holistic TULIPP approach is described in the book, which addresses hardware platforms, programming tools and embedded operating systems. Several of the results are available as open-source hardware/software for the community. The results are evaluated with several use cases taken from real-world applications in key domains such as Unmanned Aerial Vehicles (UAVs), robotics, space and medicine. Discusses the development of high-performance, energy-efficient embedded systems for the growing range of increasingly complex image processing applications; Covers the hardware architecture of embedded image processing systems, novel methods, tools and libraries for programming those systems as well as embedded operating systems to manage those systems; Demonstrates results with several challenging applications, such as medical systems, robotics, drones and automotive.