Resource Allocation for SVC Streaming Over Cooperative Vehicular Networks
Hao Zhou, Xiaoyan Wang, Zhi Liu, Yusheng Ji, Shigeki Yamada · IEEE Transactions on Vehicular Technology · 2018
Video streaming over vehicular networks has considerable benefits for both road safety and entertainment. In this paper, the scalable video coding over cooperative vehicular networks is investigated to improve the performance of video streaming services. We formulate a joint optimization problem to answer questions about the number of video layers that should be transmitted for each vehicle, the selection of relay vehicles to assist destination vehicles, and the assignment of radio resources to direct and cooperative communications. We decouple the problem into two subproblems, i.e., the quality of service (QoS)-driven resource allocation (QoSRA) subproblem and the layer selection (LS) subproblem. We solve the QoSRA subproblem by converting it into a generalized maximum concurrent flow problem, and propose a tabu search-based metaheuristic algorithm for the LS subproblem. The simulation results verify the efficiency of the proposed scheme and provide some insight into the tradeoff between system performance and computation complexity.