Energy-Efficient Multicasting of Scalable Video Streams Over WiMAX Networks

The Multicast/Broadcast Service (MBS) feature of mobile WiMAX network is a promising technology for providing wireless multimedia, because it allows the delivery of multimedia content to large-scale user communities in a cost-efficient manner. In this paper, we consider WiMAX networks that transmit multiple video streams encoded in scalable manner to mobile receivers using the MBS feature. We focus on two research problems in such networks: 1) maximizing the video quality and 2) minimizing energy consumption for mobile receivers. We formulate and solve the substream selection problem to maximize the video quality, which arises when multiple scalable video streams are broadcast to mobile receivers with limited resources. We show that this problem is NP-Complete, and design a polynomial time approximation algorithm to solve it. We prove that the solutions computed by our algorithm are always within a small constant factor from the optimal solutions. In addition, we extend our algorithm to reduce the energy consumption of mobile receivers. This is done by transmitting the selected substreams in bursts, which allows mobile receivers to turn off their wireless interfaces to save energy. We show how our algorithm constructs burst transmission schedules that reduce energy consumption without sacrificing the video quality. Using extensive simulation and mathematical analysis, we show that the proposed algorithm: 1) is efficient in terms of execution time, 2) achieves high radio resource utilization, 3) maximizes the received video quality, and 4) minimizes the energy consumption for mobile receivers.

[1]  P. Hosein,et al.  Radio Resource Management for Broadcast Services in OFDMA-Based Networks , 2008, ICC Workshops - 2008 IEEE International Conference on Communications Workshops.

[2]  Martin Reisslein,et al.  Traffic and Quality Characterization of the H.264/AVC Scalable Video Coding Extension , 2008, Adv. Multim..

[3]  Reuven Cohen,et al.  On the Trade-Off Between Energy and Multicast Efficiency in 802.16e-Like Mobile Networks , 2006, INFOCOM.

[4]  Gary J. Sullivan,et al.  Rate-constrained coder control and comparison of video coding standards , 2003, IEEE Trans. Circuits Syst. Video Technol..

[5]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[6]  Bong Dae Choi,et al.  Performance Analysis of Sleep Mode Operation in IEEE 802.16m Mobile WiMAX , 2012, IEICE Trans. Commun..

[7]  T. Ibaraki,et al.  THE MULTIPLE-CHOICE KNAPSACK PROBLEM , 1978 .

[8]  Ramesh Krishnamurti,et al.  Streaming scalable video over WiMAX networks , 2010, 2010 IEEE 18th International Workshop on Quality of Service (IWQoS).

[9]  Hyong-Woo Lee,et al.  Performance analysis of sleep mode operation in IEEE 802.16e , 2004, IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004.

[10]  Yi Sun,et al.  WLC17-5: Improving Mobile Station Energy Efficiency in IEEE 802.16e WMAN by Burst Scheduling , 2006, IEEE Globecom 2006.

[11]  Minho Kang,et al.  Remaining Energy-Aware Power Management Mechanism in the 802.16e MAC , 2008, 2008 5th IEEE Consumer Communications and Networking Conference.

[12]  Ajay Luthra,et al.  Overview of the H.264/AVC video coding standard , 2003, IEEE Trans. Circuits Syst. Video Technol..

[13]  Eitan Zemel,et al.  An O(n) Algorithm for the Linear Multiple Choice Knapsack Problem and Related Problems , 1984, Inf. Process. Lett..

[14]  Patrick Hosein Broadcasting VBR Traffic in a WiMAX Network , 2008, 2008 IEEE 68th Vehicular Technology Conference.

[15]  Tihao Chiang,et al.  Scalable Video Streaming over Mobile WiMAX , 2007, 2007 IEEE International Symposium on Circuits and Systems.

[16]  Edward Y. H. Lin,et al.  A Bibliographical Survey On Some Well-Known Non-Standard Knapsack Problems , 1998 .

[17]  Cheng-Hsin Hsu,et al.  Time Slicing in Mobile TV Broadcast Networks with Arbitrary Channel Bit Rates , 2009, IEEE INFOCOM 2009.

[18]  Wen-Hwa Liao,et al.  An integrated power saving scheduling algorithm in 802.16e wireless metropolitan area networks , 2008, Mobility '08.

[19]  F.E. Prats,et al.  Delivery of H264 SVC/MDC streams over wimax and DVB-T networks , 2008, 2008 IEEE International Symposium on Consumer Electronics.

[20]  Yuguang Fang,et al.  System architecture and cross-layer optimization of video broadcast over WiMAX , 2007, IEEE Journal on Selected Areas in Communications.