A Distortion-Resistant Routing Framework for Video Traffic in Wireless Multihop Networks

被引:4
作者
Papageorgiou, George [1 ]
Singh, Shailendra [1 ]
Krishnamurthy, Srikanth V. [1 ]
Govindan, Ramesh [2 ]
La Porta, Tom [3 ]
机构
[1] Univ Calif Riverside, Dept Comp Sci & Engn, Riverside, CA 92521 USA
[2] Univ So Calif, Dept Comp Sci, Los Angeles, CA 90089 USA
[3] Penn State Univ, Dept Comp Sci & Engn, University Pk, PA 16802 USA
关键词
Protocol design; routing; video communications; video distortion minimization; wireless networks; MULTIPLE DESCRIPTION VIDEO; AD-HOC; PACKET LOSS; TRANSMISSION;
D O I
10.1109/TNET.2014.2302815
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Traditional routing metrics designed for wireless networks are application-agnostic. In this paper, we consider a wireless network where the application flows consist of video traffic. From a user perspective, reducing the level of video distortion is critical. We ask the question "Should the routing policies change if the end-to-end video distortion is to be minimized?" Popular link-quality-based routing metrics (such as ETX) do not account for dependence (in terms of congestion) across the links of a path; as a result, they can cause video flows to converge onto a few paths and, thus, cause high video distortion. To account for the evolution of the video frame loss process, we construct an analytical framework to, first, understand and, second, assess the impact of the wireless network on video distortion. The framework allows us to formulate a routing policy for minimizing distortion, based on which we design a protocol for routing video traffic. We find via simulations and testbed experiments that our protocol is efficient in reducing video distortion and minimizing the user experience degradation.
引用
收藏
页码:412 / 425
页数:14
相关论文
共 36 条
[1]   A survey on routing algorithms for wireless Ad-Hoc and mesh networks [J].
Alotaibi, Eiman ;
Mukherjee, Biswanath .
COMPUTER NETWORKS, 2012, 56 (02) :940-965
[2]  
[Anonymous], IEEE J SEL AREAS COM
[3]  
[Anonymous], P 13 INT C MOD TECH
[4]  
[Anonymous], JTC1SC29WG11 ISOIEC
[5]  
[Anonymous], WIR NETW RES TESTB
[6]  
Baras John S., 2008, Proceedings of the Fourteenth ACM International Conference on Mobile Computing and Networking. MobiCom'08, DOI 10.1145/1409944.1409945
[7]  
Bertsekas D.P., 2000, OPTIMIZATION COMPUTA
[8]  
Bovik A, 2009, ESSENTIAL GUIDE TO VIDEO PROCESSING, 2ND EDITION, P1
[9]   Packet loss resilient transmission of MPEG video over the Internet [J].
Boyce, JM .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 1999, 15 (1-2) :7-24
[10]   Layered coding vs. multiple descriptions for video streaming over multiple paths [J].
Chakareski, J ;
Han, S ;
Girod, B .
MULTIMEDIA SYSTEMS, 2005, 10 (04) :275-285