DocumentCode
2054326
Title
A HW/SW implementation on FPGA of a robot localization algorithm
Author
Ghorbel, Achraf ; Ben Amor, Nahla ; Jallouli, M. ; Amouri, Lobna
Author_Institution
Comput. & Embedded Syst. Lab., Univ. of Sfax, Sfax, Tunisia
fYear
2012
fDate
20-23 March 2012
Firstpage
1
Lastpage
7
Abstract
This paper presents an implementation of robot localization algorithm using FPGA technology. The adopted localization method uses webcam tracking images. This technique has been developed and implemented for the motion of the robot from an initial position towards another desired position. Firstly, we have validated our approach on PC platform using C language and OpenCV library. Secondly, for the autonomous navigation, a mixed HW/SW implementation was been developed using a high performance version of the NIOS processor coupled with a hardware accelerator. Experimental tests on Altera Cyclone III FPGA Starter Kit proved the effectiveness of the proposed architecture.
Keywords
C language; cameras; field programmable gate arrays; image sensors; microprocessor chips; mobile robots; path planning; robot vision; Altera cyclone III FPGA starter kit; C language; FPGA technology; NIOS processor; OpenCV library; PC platform; autonomous navigation; hardware accelerator; high performance version; mixed HW-SW implementation; robot localization algorithm; robot motion; webcam tracking images; Field programmable gate arrays; Gray-scale; Mobile robots; Robot kinematics; Robot sensing systems; Transforms; Altera FPGA; HW/SW implementation; autonomous navigation; image processing; robot localization; webcam data;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Signals and Devices (SSD), 2012 9th International Multi-Conference on
Conference_Location
Chemnitz
Print_ISBN
978-1-4673-1590-6
Electronic_ISBN
978-1-4673-1589-0
Type
conf
DOI
10.1109/SSD.2012.6198005
Filename
6198005
Link To Document