DocumentCode
1841819
Title
Field Programmable Gate Array (FPGA) based Collision Avoidance using acceleration velocity obstacles
Author
Dubey, Richa ; Pradhan, N. ; Krishna, K. Madhava ; Chowdhury, Shubhajit Roy
fYear
2012
fDate
11-14 Dec. 2012
Firstpage
2333
Lastpage
2338
Abstract
This paper presents a Field Programmable Gate Array (FPGA) based implementation of Acceleration Velocity Obstacle based Collision Avoidance for an omni-directional robot with acceleration constraint. Specifically a parallel architecture for collision avoidance is proposed that portrays the advantages of FPGA implementation over the sequential implementation for same processor or clock speed. FPGA based robotics is seen to gain popularity due to low cost, portability, seamless interface to hardware and most importantly due to inherent parallelism enshrined in various robotic algorithms. FPGA realization of the algorithm in a simulation test bed vindicates its efficacy and comparison with sequential implementation is also highlighted. The paper proposes three different architectures for the implementation of the proposed algorithm viz. sequential architecture; a resource constrained pipelined architecture and a hybrid pipeline parallel architecture. The performances of those three architectures have been evaluated.
Keywords
collision avoidance; field programmable gate arrays; mobile robots; parallel architectures; pipeline processing; FPGA; acceleration velocity obstacles; collision avoidance; field programmable gate array; omni-directional robot; parallel architecture; pipelined architecture; sequential architecture;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics (ROBIO), 2012 IEEE International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-4673-2125-9
Type
conf
DOI
10.1109/ROBIO.2012.6491318
Filename
6491318
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