Title :
Relay-Assisted Multiuser Video Streaming in Cognitive Radio Networks
Author :
Yi Xu ; Donglin Hu ; Shiwen Mao
Author_Institution :
Dept. of Electr. & Comput. Eng., Auburn Univ., Auburn, AL, USA
Abstract :
Due to the drastic increase in wireless video traffic, the capacity of the existing and future wireless networks will be greatly stressed, while interference will become the dominant capacity-limiting factor. In this paper, we investigate relay-assisted downlink multiuser video streaming in a cognitive radio (CR) cellular network. We incorporate zero-forcing precoding to allow transmitters collaboratively send encoded (mixed) signals to all CR users, such that undesired signals will be canceled and the desired signal can be decoded at each CR user. We present a stochastic programming formulation of the problem, as well as a problem reformulation that greatly reduces computational complexity. In the cases of a single licensed channel and multiple licensed channels with channel bonding, we develop an optimal distributed algorithm with proven convergence and convergence speed. In the case of multiple channels without channel bonding, we develop a greedy algorithm with a proven performance bound. The algorithms are evaluated with simulations and are shown to achieve considerable gains over two heuristic schemes.
Keywords :
cellular radio; cognitive radio; distributed algorithms; greedy algorithms; multiuser channels; precoding; relay networks (telecommunication); stochastic programming; telecommunication traffic; video coding; video streaming; cellular network; channel bonding; cognitive radio networks; computational complexity; convergence speed; downlink multiuser video streaming; encoded signals; greedy algorithm; heuristic schemes; licensed channels; optimal distributed algorithm; relay-assisted multiuser video streaming; stochastic programming formulation; wireless video traffic; zero-forcing precoding; Bonding; Relays; Sensors; Streaming media; Transmitters; Vectors; Wireless communication; Cognitive radio (CR); optimization; relay-enhanced cellular network; video streaming; zero forcing;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2014.2313898