Title :
Downlink Power Control for Multi-User VBR Video Streaming in Cellular Networks
Author :
Yingsong Huang ; Shiwen Mao
Author_Institution :
Dept. of Electr. & Comput. Eng., Auburn Univ., Auburn, AL, USA
Abstract :
We investigate the problem of downlink power control for streaming multiple variable bit rate (VBR) videos in a multicell wireless network, where downlink capacities are limited by inter-cell interference. We adopt a deterministic model for VBR video traffic that considers video frame sizes and playout buffers at the mobile users. The problem is to find the optimal transmit powers for the base stations, such that VBR video data can be delivered to mobile users without causing playout buffer underflow or overflow. We formulate a nonlinear nonconvex optimization problem and prove the condition for the existence of feasible solutions. A centralized branch-and-bound algorithm is then developed, which incorporates the Reformulation-Linearization Technique and can produce (1-ε)-optimal solutions. We also propose a low-complexity distributed algorithm with fast convergence as an alternative to the centralized algorithm. Through simulations with VBR video traces under fading channels, we find the distributed algorithm can achieve a performance very close to that of the centralized algorithm.
Keywords :
cellular radio; convex programming; fading channels; power control; radiofrequency interference; telecommunication control; video streaming; (1-ε)-optimal solutions; VBR video data; VBR video traces; VBR video traffic; base stations; cellular networks; centralized algorithm; centralized branch-and-bound algorithm; deterministic model; distributed algorithm; downlink capacities; downlink power control; fading channels; intercell interference; low-complexity distributed algorithm; mobile users; multicell wireless network; multiple variable bit rate videos streaming; multiuser VBR video streaming; nonlinear nonconvex optimization problem; optimal transmit powers; playout buffer overflow; playout buffer underflow; playout buffers; reformulation-linearization technique; video frame sizes; Cross-layer optimization; downlink power control; variable-bit-rate video; video streaming;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2013.2270457