DocumentCode
1802850
Title
FPGA-based embedded visual servoing platform for quick response visual servoing
Author
Hu, Jwu-Sheng ; Chang, Nelson Yen-Chung ; Yang, Jwu-Jiun ; Wang, Jyun-Ji ; Lossio, Rodolfo Gondim ; Chien, Ming-Chih ; Chang, Yung-Jung ; Kai, Chen-Yu ; Su, Shyh-Haur
Author_Institution
Dept. of Electr. & Control Eng., Nat. Chiao-Tung Univ., Hsinchu, Taiwan
fYear
2011
fDate
15-18 May 2011
Firstpage
263
Lastpage
268
Abstract
The response speed of visual servoing depends on the computation platform´s data transfer and computation capability. In this work, we proposed an embedded FPGA-based visual servoing platform (VSP) to meet the requirements on data transfer and computation capability for quick response visual servoing tasks. To address the data transfer capability issue, we adopted coprocessor-like system architecture, which provided direct connections between vision processing IPs and peripheral modules. To address the computation capability issue, we exploit as much parallelism within vision processing algorithms as possible to ensure high visual information update frequency. Two visual servoing tasks that required quick response, a ball catching and a high speed target shooting tasks, were chosen to verify the applicability and effectiveness of the VSP. In the ball catching case, we achieved 85% catch success rate and 58Hz visual update frequency. In the high speed target shooting case, we achieved 91% average hit rate and 402 Hz visual update frequency.
Keywords
coprocessors; field programmable gate arrays; mobile robots; visual servoing; FPGA-based embedded visual servoing platform; VSP; ball catching; computation capability; coprocessor-like system architecture; data transfer capability; mobile robots; quick response visual servoing; vision processing IP; Cameras; Computer architecture; Field programmable gate arrays; IP networks; Visual servoing; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ASCC), 2011 8th Asian
Conference_Location
Kaohsiung
Print_ISBN
978-1-61284-487-9
Electronic_ISBN
978-89-956056-4-6
Type
conf
Filename
5899082
Link To Document