Title :
MOS-driven energy efficient power allocation for wireless video communications
Author :
Wenmin Ma ; Haijun Zhang ; Wei Zheng ; Zhaoming Lu ; Xiangming Wen
Author_Institution :
Beijing Key Lab. of Network Syst. Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
In this paper, a MOS-driven energy efficient power allocation scheme (MEEPA) is proposed for video transmission over downlink orthogonal frequency division multiple access (OFDMA) networks. In the proposed framework, system power consumption and MOS for users based on end-to-end video distortion have been jointly optimized. We also define a novel energy efficient utility as the unifying metric based on the MOS model and the system power consumption. The main objective is to maximize the energy efficiency by balancing the MOS and the power consumption for each user. The power allocation problem is solved by using constrained particle swarm optimization (CPSO). Moreover, simulation results show that the proposed algorithm can improve energy efficiency greatly in terms of lower power consumption with a comparable video quality performance compared with the traditional algorithm.
Keywords :
OFDM modulation; distortion; energy conservation; particle swarm optimisation; power consumption; radio links; video communication; video streaming; CPSO; MEEPA; MOS model-based unifying metric; MOS-driven energy efficient power allocation; constrained particle swarm optimization; end-to-end video distortion; energy efficiency maximization; energy efficient utility; power allocation problem; system power consumption; video quality performance; video transmission over downlink OFDMA networks; video transmission over downlink orthogonal frequency division multiple access networks; wireless video communications; Algorithm design and analysis; Energy efficiency; PSNR; Power demand; Resource management; Streaming media; Wireless communication; CPSO; MOS; energy efficient; power allocation; video streaming;
Conference_Titel :
Globecom Workshops (GC Wkshps), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-4942-0
Electronic_ISBN :
978-1-4673-4940-6
DOI :
10.1109/GLOCOMW.2012.6477543