DocumentCode
124453
Title
Joint multi-video compression for robot explorations
Author
Yu Sun ; Turney, Michael
Author_Institution
Dept. of Comput. Sci., Univ. of Central Arkansas, Conway, AR, USA
fYear
2014
fDate
3-6 Feb. 2014
Firstpage
358
Lastpage
362
Abstract
To assist human shared control for robotic explorations in complicated environments, it is essential to transmit multiple videos of monitoring wheel-land interactions to human control stations. Since multiple video data is very huge, in this research, we have developed an effective joint compression scheme for multiple robot videos to assist human shared control. The proposed scheme is flexible which can work for multiple videos with both the same and different resolutions. To jointly regulate the overall compression rate to meet the available network bandwidth while obtaining optimal encoding quality, we propose a new joint rate control approach which can intelligently perform target bit allocation among multiple videos and dynamically determine encoding parameters. Further, our scheme also allows flexible priority adjustment among multiple videos to meet diverse needs from human controllers. Our experimental results have demonstrated that the proposed scheme can effectively compress multiple robot videos and regulate overall encoding rates meet diverse channel bandwidths.
Keywords
bandwidth allocation; data compression; robot vision; video coding; channel bandwidths; compression rate; encoding parameters; encoding quality; encoding rates; flexible priority adjustment; human control stations; human shared control; joint compression scheme; joint multivideo compression; joint rate control approach; multiple robot videos; multiple video data; network bandwidth; robotic explorations; target bit allocation; wheel-land interactions monitoring; Bit rate; Complexity theory; Encoding; Joints; PSNR; Robots; Videos; bit allocation; joint rate control; priority adjustment; robotic videos; robots;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing, Networking and Communications (ICNC), 2014 International Conference on
Conference_Location
Honolulu, HI
Type
conf
DOI
10.1109/ICCNC.2014.6785360
Filename
6785360
Link To Document