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Quality-Differentiated Video Multicast in Multirate Wireless Networks
Jan. 2013 (vol. 12 no. 1)
pp. 21-34
Kate Ching-Ju Lin, Academia Sinica, Taipei
Wei-Liang Shen, Academia Sinica, Taipei
Chih-Cheng Hsu, National Taiwan University, Taipei
Cheng-Fu Chou, National Taiwan University, Taipei
Adaptation of modulation and transmission bit-rates for video multicast in a multirate wireless network is a challenging problem because of network dynamics, variable video bit-rates, and heterogeneous clients who may expect differentiated video qualities. Prior work on the leader-based schemes selects the transmission bit-rate that provides reliable transmission for the node that experiences the worst channel condition. However, this may penalize other nodes that can achieve a higher throughput by receiving at a higher rate. In this work, we investigate a rate-adaptive video multicast scheme that can provide heterogeneous clients differentiated visual qualities matching their channel conditions. We first propose a rate scheduling model that selects the optimal transmission bit-rate for each video frame to maximize the total visual quality for a multicast group subject to the minimum-visual-quality-guaranteed constraint. We then present a practical and easy-to-implement protocol, called QDM, which constructs a cluster-based structure to characterize node heterogeneity and adapts the transmission bit-rate to network dynamics based on video quality perceived by the representative cluster heads. Since QDM selects the rate by a sample-based technique, it is suitable for real-time streaming even without any preprocess. We show that QDM can adapt to network dynamics and variable video-bit rates efficiently, and produce a gain of 2-5 dB in terms of the average video quality as compared to the leader-based approach.
Index Terms:
Streaming media,Visualization,Heuristic algorithms,Schedules,Protocols,Bit rate,Scheduling,QoS,Wireless video multicast,rate adaptation
Citation:
Kate Ching-Ju Lin, Wei-Liang Shen, Chih-Cheng Hsu, Cheng-Fu Chou, "Quality-Differentiated Video Multicast in Multirate Wireless Networks," IEEE Transactions on Mobile Computing, vol. 12, no. 1, pp. 21-34, Jan. 2013, doi:10.1109/TMC.2011.242
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