DocumentCode
3162974
Title
An FPGA based platform for real time robot localization
Author
Ghorbel, Achraf ; Jallouli, M. ; Ben Amor, Nahla ; Amouri, Lobna
Author_Institution
Ecole Nat. d´Ing. de Sfax, Univ. de Sfax, Sfax, Tunisia
fYear
2013
fDate
15-17 Dec. 2013
Firstpage
56
Lastpage
61
Abstract
The paper presents a hardware architecture for implementing a mobile robot localization approach through encoders´ measurements and absolute localization using camera tracking images. This technique has been developed and implemented for the motion of the robot from an initial position towards another desired position, taking into account the tradeoff between complexity (reducing computation time) and performance (reducing traveling time). The proposed method is implemented on FPGA (Field Programmable Gate Array) board through mixed hardware / software implementation in order to ensure fluid robot navigation. Experimental tests on Xilinx Virtex 5 ML507 proved the effectiveness of the proposed architecture since we have obtained a reduction of 85 % in execution time compared to initial MATLAB version developed on a PC platform.
Keywords
field programmable gate arrays; mobile robots; navigation; path planning; FPGA based platform; MATLAB version; PC platform; Xilinx Virtex 5 ML507; absolute localization; camera tracking images; encoders measurements; field programmable gate array; fluid robot navigation; hardware architecture; mobile robot localization; real time robot localization; Cameras; Field programmable gate arrays; Navigation; Robot kinematics; Robot vision systems; HW/SW implementation; Robot localization; Xilinx FPGA; autonomous navigation; camera tracking images;
fLanguage
English
Publisher
ieee
Conference_Titel
Individual and Collective Behaviors in Robotics (ICBR), 2013 International Conference on
Conference_Location
Sousse
Type
conf
DOI
10.1109/ICBR.2013.6729272
Filename
6729272
Link To Document