Visual Hysteresis Based Dynamic Interference Shaping for Real-Time Video Services in Dense Deployed Cellular Networks |
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| Authors: | Zhaoming Lu Shiyu Zhou Xiangming Wen Hua Shao Bin Fu |
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| Affiliation: | 1.Beijing Laboratory of Advanced Information Networks,Beijing,China;2.Beijing University of Posts and Telecommunications,Beijing,China;3.Research Department of Network Optimization and Management Technology, Network Technology Research Institute,China United Network Communications Corporation Limited,Beijing,China;4.China Mobile Communications Corporation,Beijing,China |
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| Abstract: | Due to the dense deployed base stations and the growing traffic of best effort (BE) services, frequent bursty interference becomes one of major challenges to assure quality of experience (QoE) for real-time video services. Considering those situations, a novel dynamic interference shaping method has been proposed in this paper, to assure the QoE for real-time video services. Firstly, to evaluate the quality impairment induced by bursty interference, we proposed a new QoE prediction model with content-adaptive and hysteresis effect. Secondly, the cellular interference traffic model is proposed in the framework of interference shaping. By this traffic model, the interference characteristic of best effort services is analyzed and the rate scaling factor (RSF) is introduced to adjust the transmission power of BE service, thus to neutralize the interference of real-time video service. Finally, the utility function with QoE for real-time video services and BE services is presented, and we utilize particle swarm optimization method to obtain the optimal RSF. Simulation results show that proposed method greatly improves QoE for real-time video services. |
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