Title :
Smoothing rate control for multiple video streams using game theory
Author :
Liu, Meng ; Li, Houqiang ; Li, Weiping
Author_Institution :
Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
To fairly allocate network bandwidth for different streams and to achieve a smooth quality between different video sequences are two key issues in multi-stream applications. In this paper, a new joint rate control scheme for multiple video streams based on game theory is proposed. We achieve a fair rate allocation in video quality between different sequences by Nash Bargaining theory under the constraints of buffer and bandwidth. Also, by grouping all the different sequences´ frames within the same timeslot into a coalition, we can avoid the fluctuation in a sequence by bargaining between current coalition and remaining coalitions. Some experiments have been conducted to verify the proposed method.
Keywords :
game theory; smoothing methods; video streaming; Nash bargaining theory; fair rate allocation; game theory; multiple video streams; multistream applications; network bandwidth; smoothing rate control; video quality; video sequences; Bandwidth; Decoding; Game theory; Joints; PSNR; Smoothing methods; Streaming media;
Conference_Titel :
Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
Conference_Location :
Rio de Janeiro
Print_ISBN :
978-1-4244-9473-6
Electronic_ISBN :
0271-4302
DOI :
10.1109/ISCAS.2011.5938241