Correlation-Aware QoS Routing With Differential Coding for Wireless Video Sensor Networks

被引：46

作者：

Dai, Rui ^{[1
]}

Wang, Pu ^{[1
]}

Akyildiz, Ian F. ^{[1
]}

机构：

[1] Georgia Inst Technol, Sch Elect & Comp Engn, Broadband Wireless Networking Lab, Atlanta, GA 30332 USA

来源：

IEEE TRANSACTIONS ON MULTIMEDIA | 2012年 / 14卷 / 05期

基金：

美国国家科学基金会;

关键词：

Quality-of-service (QoS); routing; spatial correlation; video compression; wireless video sensor networks; QUALITY; LAYER;

D O I：

10.1109/TMM.2012.2194992

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The spatial correlation of visual information retrieved from distributed camera sensors leads to considerable data redundancy in wireless video sensor networks, resulting in significant performance degradation in energy efficiency and quality-of-service (QoS) satisfaction. In this paper, a correlation-aware QoS routing algorithm (CAQR) is proposed to efficiently deliver visual information under QoS constraints by exploiting the correlation of visual information observed by different camera sensors. First, a correlation-aware inter-node differential coding scheme is designed to reduce the amount of traffic in the network. Then, a correlation-aware load balancing scheme is proposed to prevent network congestion by splitting the correlated flows that cannot be reduced to different paths. Finally, the correlation-aware schemes are integrated into an optimization QoS routing framework with an objective to minimize energy consumption subject to delay and reliability constraints. Simulation results demonstrate that the proposed routing algorithm achieves efficient delivery of visual information under QoS constraints in wireless video sensor networks.

引用

页码：1469 / 1479

页数：11

共 27 条

[1] A survey on wireless multimedia sensor networks [J].