Distributed Networking in Autonomic Solar Powered Wireless Sensor Networks

被引:30
|
作者
Yang, Shusen [1 ]
Yang, Xinyu [2 ]
McCann, Julie A. [1 ]
Zhang, Tong [2 ]
Liu, Guozheng [2 ]
Liu, Zheng [2 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Comp, London, England
[2] Xi An Jiao Tong Univ, Dept Comp Sci & Technol, Xian 710049, Peoples R China
关键词
Autonomic communication; embedded networked system; energy harvesting; power management; routing; rate control; solar power prediction;
D O I
10.1109/JSAC.2013.SUP2.1213007
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recent advances in solar harvesting technologies pave the way for sustainable environmental-monitoring applications in the emerging solar powered wireless sensor networks (SP-WSNs). The complexities associated with the low-resourced, highly-dynamic, and vulnerable sensor nodes operating in potentially unattended or hostile environments require a high degree of self-management and automation. Guided by autonomic communication principles, this paper presents AutoSP-WSN, a novel distributed framework to achieve sustainable data collection while also optimizing end-to-end network performance for SP-WSNs. Initially, we present the energy-aware support component that provides reliable energy monitoring and prediction. This drives the power management component, which is adaptive to time-varying solar power, avoiding battery exhaustion as well as maximizing the per-node utility. Finally, to demonstrate the key design issues of the network protocol component, we propose two self-adaptive network protocols, a routing protocol SP-BCP and a rate control scheme PEA-DLEX. We show that the individual components seamlessly highly integrate as a whole, and the AutoSP-WSN framework exhibits the properties of context-awareness, distributed operation, self-configuration, self-optimization, self-protection and self-healing. Through extensive experiments on a real SP-WSN platform, and hardware-driven simulations, we show that the proposed schemes achieve substantial improvements over previous work, in terms of reliability, sustainable operation, and network utility.
引用
收藏
页码:750 / 761
页数:12
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