Qoe-Aware Video Streaming In Heterogeneous Cellular Networks

2021 IEEE 18TH ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC)(2021)

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摘要
In the past few years, video streaming over cellular networks has become increasingly popular due to which managing end-user Quality of Experience (QoE) has become a crucial problem. We consider the problem of variable bit rate (VBR) video streaming over heterogeneous cellular networks (HetNets). We address this problem as a joint assignment and scheduling problem and design QoE-aware greedy algorithms to solve it. The greedy assignment algorithm links users to femtocells for downloading the videos from, and the greedy scheduling algorithm fairly allocates time slots to the users assigned to a specific femtocell. Our experiments on real-world 4G LTE wireless connectivity and VBR video traces show the superior performance of our algorithm.
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关键词
QoE-aware video streaming,heterogeneous cellular networks,greedy assignment algorithm,quality of experience,VBR,variable bit rate video streaming,HetNets,joint assignment-scheduling problem,QoE-aware greedy algorithms,user assignment,time slots allocation,4G LTE wireless connectivity
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