Title :
Energy-Efficient Video Multicast in 4G Wireless Systems
Author :
Ya-Ju Yu ; Pi-Cheng Hsiu ; Ai-Chun Pang
Author_Institution :
Grad. Inst. of Networking & Multimedia, Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Layer-based video coding, together with adaptive modulation and coding, is a promising technique for providing real-time video multicast services on heterogeneous mobile devices. With the rapid growth of data communications for emerging applications, reducing the energy consumption of mobile devices is a major challenge. This paper addresses the problem of resource allocation for video multicast in fourth-generation wireless systems, with the objective of minimizing the total energy consumption for data reception. First, we consider the problem when scalable video coding is applied. We prove that the problem is NP-hard and propose a 2-approximation algorithm to solve it. Then, we investigate the problem under multiple description coding, and show that it is also NP-hard and cannot be approximated in polynomial time with a ratio better than 2, unless P = NP. To solve this case, we develop a pseudopolynomial time 2-approximation algorithm. The results of simulations conducted to compare the proposed algorithms with a brute-force optimal algorithm and a conventional approach are very encouraging.
Keywords :
4G mobile communication; adaptive codes; adaptive modulation; computational complexity; resource allocation; video coding; 2-approximation algorithm; 4G wireless systems; NP-hard problem; adaptive coding; adaptive modulation; data communications; data reception; energy consumption; energy-efficient video multicast; fourth-generation wireless systems; heterogeneous mobile devices; layer-based video coding; multiple description coding; real-time video multicast services; resource allocation; scalable video coding; Approximation algorithms; Energy consumption; Modulation; Resource management; Static VAr compensators; Streaming media; 4G wireless systems.; Energy efficiency; adaptive modulation and coding; multiple description coding; scalable video coding; video multicast;
Journal_Title :
Mobile Computing, IEEE Transactions on
DOI :
10.1109/TMC.2011.186