Title :
Content-Aware Rate Control for Video Transmission with Buffer Constraints in Multipath Networks
Author :
Hajiesmaili, Mohammad H. ; Sehati, Ali ; Khonsari, Ahmad
Author_Institution :
Sch. of ECE, Univ. of Tehran, Tehran, Iran
Abstract :
Being an integral part of the network traffic, nowadays it´s vital to design robust mechanisms to provide QoS for multimedia applications. The main goal of this paper is to provide an efficient solution to support content-aware video transmission mechanism with buffer underflow avoidance at the receiver in multipath networks. Towards this, we introduce a content-aware time-varying utility function, where the quality impacts of video content is incorporated into its definition. Using the proposed utility function, we formulate a multipath Dynamic Network Utility Maximization (DNUM) problem for the rate allocation of video streams, where it takes into account QoS demand of video streams in terms of buffer underflow avoidance. Finally, using primal-dual method, we propose a distributed solution that optimally allocates the shared bandwidth to video streams. The numerical examples demonstrate the efficacy of the proposed content- aware rate allocation algorithm for video sources in both single and multiple path network models.
Keywords :
multimedia communication; multipath channels; quality of service; receivers; telecommunication congestion control; telecommunication traffic; video streaming; DNUM problem; QoS demand; buffer constraints; buffer underflow avoidance; content-aware rate allocation algorithm; content-aware rate control; content-aware time-varying utility function; content-aware video transmission mechanism; distributed solution; multimedia application; multipath dynamic network utility maximization problem; multipath networks; multiple path network models; network traffic; numerical examples; primal-dual method; shared bandwidth; video content quality; video sources; video streams; Multimedia communication; Network topology; Quality of service; Receivers; Resource management; Streaming media; Video sequences;
Conference_Titel :
New Technologies, Mobility and Security (NTMS), 2012 5th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-0228-9
Electronic_ISBN :
2157-4952
DOI :
10.1109/NTMS.2012.6208743