DocumentCode
1784887
Title
A control-based algorithm for rate adaption in MPEG-DASH
Author
Vergados, Dimitrios J. ; Michalas, Antonis ; Sgora, Aggeliki ; Vergados, Dimitrios D.
Author_Institution
Dept. of Inf. Eng., Technol. Educ. Inst. of Western Macedonia, Kozani, Greece
fYear
2014
fDate
7-9 July 2014
Firstpage
438
Lastpage
442
Abstract
Although MPEG-Dynamic Adaptation Streaming over HTTP (MPEG-DASH) eliminates data packet loss, based on the rate adaptation strategy adopted by the user and the network conditions, still playback interruptions may not be avoided. In this paper an algorithm for rate adaption in MPEG-DASH is proposed that employs fuzzy logic to estimate the resolution of the next video segment that each client should obtain from the server. In this way, the buffering time at each client is kept above a target buffering time and thus buffer overflows and unnecessary bit rate fluctuations are avoided. Simulation results showed that the proposed rate adaptation strategy has a beneficial effect on the quality each user perceives.
Keywords
fuzzy control; fuzzy logic; transport protocols; video coding; video streaming; MPEG-DASH; Motion Picture Experts Group; bit rate fluctuations; buffer overflows; buffering time; control-based algorithm; data packet loss elimination; dynamic adaptation streaming over HTTP; fuzzy logic; hypertext transfer protocol; rate adaptation strategy; rate adaption; user perception; video segment; Bit rate; Fuzzy logic; Servers; Silicon; Streaming media; Throughput; Transform coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Information, Intelligence, Systems and Applications, IISA 2014, The 5th International Conference on
Conference_Location
Chania
Type
conf
DOI
10.1109/IISA.2014.6878834
Filename
6878834
Link To Document