Title :
Scheduling and resource allocation for wireless dynamic adaptive streaming of scalable videos over HTTP
Author :
Mincheng Zhao ; Xiangyang Gong ; Jie Liang ; Wendong Wang ; Xirong Que ; Shiduan Cheng
Author_Institution :
State Key Lab. of Networking & Switching Technol., BUPT, Beijing, China
Abstract :
Recently dynamic adaptive streaming over HTTP (DASH) has gained significant attentions. In this paper, we study DASH-based transmission of scalable videos in wireless broadband access networks (e.g. LTE, WiMAX), and propose a DASH-friendly scheduling and resource allocation scheme (DFSRA) to enhance the Quality-of-Experience (QoE) of wireless DASH users. By integrating DASH-based media delivery and radio-level adaptation in a cross-layer manner, the scheme can determine the optimal wireless resource allocation. A gradient-based algorithm is proposed to solve the optimization problem, which has the following advantages over traditional algorithms: (1) The characteristics of video content and scalable video coding are utilized. (2) The client buffer status is considered to reduce video playback interruption and buffer overflow. Simulations with the Qualnet tool demonstrate that our scheme achieves better performance than existing methods in the literature.
Keywords :
broadband networks; buffer storage; gradient methods; hypermedia; quality of experience; radio access networks; resource allocation; scheduling; transport protocols; video coding; video streaming; DASH-based media delivery; DASH-based transmission; DASH-friendly scheduling and resource allocation scheme; DFSRA; HTTP; QoE; Qualnet tool; buffer overflow; client buffer status; cross-layer manner; gradient-based algorithm; optimal wireless resource allocation; optimization problem; quality-of-experience; radio-level adaptation; scalable video coding; video content characteristics; video playback interruption; wireless broadband access networks; wireless dynamic adaptive streaming; Indexes; Interrupters; Optimization; PSNR; Resource management; Videos; Wireless communication; Cross-Layer Design; DASH; QoE; Scalable Video Coding; Scheduling and Resource Allocation;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6883564