Trade-off Optimization for Scalable Video Coding Streaming in Relay-Based OFDMA Networks
Article
You, Lei, Xiang, Wei, Hou, Chunping, Lei, Jianjun and Hou, Yonghong. 2013. "Trade-off Optimization for Scalable Video Coding Streaming in Relay-Based OFDMA Networks." China Communications . 10 (5), pp. 99-113. https://doi.org/10.1109/CC.2013.6520942
| Article Title | Trade-off Optimization for Scalable Video Coding Streaming in Relay-Based OFDMA Networks |
|---|---|
| ERA Journal ID | 212054 |
| Article Category | Article |
| Authors | You, Lei, Xiang, Wei, Hou, Chunping, Lei, Jianjun and Hou, Yonghong |
| Journal Title | China Communications |
| Journal Citation | 10 (5), pp. 99-113 |
| Number of Pages | 15 |
| Year | May 2013 |
| Publisher | China Institute of Communications |
| Place of Publication | Chine |
| ISSN | 1673-5447 |
| Digital Object Identifier (DOI) | https://doi.org/10.1109/CC.2013.6520942 |
| Web Address (URL) | https://ieeexplore.ieee.org/abstract/document/6520942 |
| Abstract | To achieve an optimal trade-off between video quality and energy efficiency in the uplink streaming of multi-user Scalable Video Coding (SVC) videos in relay-based Orthogonal Frequency Division Multiple Access (OFDMA) cellular networks, a cross-layer design framework that jointly selects the Transmission Policy (TP) for SVC video frames, assigns OFDMA subcarriers, and allocates power for each subcarrier is proposed. We apply the dual decomposition method to the problem, and obtain a TP selection subproblem for each SVC video adaptation and a resource allocation subproblem of Joint Subcarrier, Relay and Power Allocation (JSRPA). A second level of dual decomposition is used to divide the JSRPA problem into independent subcarrier subproblems. The proposed Cross-layer Trade-off Optimization (CTO) algorithm is sub-distributed with significantly low complexity. A performance evaluation with typical SVC video traces demonstrates that the proposed algorithm is able to converge and efficiently achieve the optimal trade-off between the video quality and energy consumption at the MSs for uplink SVC streaming. |
| Keywords | video streaming; cross-layer trade-off optimization; dual decomposition; scalable video coding; OFDMA; relay |
| Public Notes | There are no files associated with this item. |
| Byline Affiliations | Tianjin University, China |
| University of Southern Queensland |
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