Title :
Utility optimal scheduling and admission control for adaptive video streaming in small cell networks
Author :
Bethanabhotla, Dilip ; Caire, Giuseppe ; Neely, Michael J.
Author_Institution :
Ming Hsieh Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
We consider the jointly optimal design of a transmission scheduling and admission control policy for adaptive video streaming over small cell networks. We formulate the problem as a dynamic network utility maximization and observe that it naturally decomposes into two subproblems: admission control and transmission scheduling. The resulting algorithms are simple and suitable for distributed implementation. The admission control decisions involve each user choosing the quality of the video chunk asked for download, based on the network congestion in its neighborhood. This form of admission control is compatible with the current video streaming technology based on the DASH protocol over TCP connections. Through simulations, we evaluate the performance of the proposed algorithm under realistic assumptions for a small-cell network.
Keywords :
adaptive control; cellular radio; optimal control; optimisation; radio transmitters; scheduling; telecommunication congestion control; transport protocols; video streaming; DASH protocol; TCP connection; adaptive video streaming; admission control policy; dynamic network utility maximization; network congestion; small cell network; transmission scheduling design; utility optimal scheduling; video chunk quality; Adaptive systems; Admission control; Fading; Indexes; Optimal scheduling; Streaming media; Wireless communication;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620565