DocumentCode :
6464
Title :
Cost minimization of wireless sensor networks with unlimited-lifetime energy for monitoring oil pipelines
Author :
Changqing Xia ; Wei Liu ; Qingxu Deng
Author_Institution :
Northeastern Univ., Shenyang, China
Volume :
2
Issue :
3
fYear :
2015
fDate :
July 10 2015
Firstpage :
290
Lastpage :
295
Abstract :
Cyber-physical-system (CPS) has been widely used in both civil and military applications. Wireless sensor network (WSN) as the part and parcel of CPS faces energy problem because sensors are battery powered, which results in limited lifetime of the network. To address this energy problem, we take advantage of energy harvesting device (EHD) and study how to indefinitely prolong oil pipeline monitoring network lifetime by reasonable selecting EHD. Firstly, we propose a general strategy worst case-energy balance strategy (WC-EBS), which defines worst case energy consumption (WCEC) as the maximum energy sensor node could expend for oil pipeline monitoring WSN. When the energy collected by EHD is equal or greater than WCEC, network can have an unlimited lifetime. However, energy harvesting rate is proportional to the price of EHD, WC-EBS will cause high network cost. To reduce network cost, we present two optimization strategies, optimization workloadenergy balance strategy (OW-EBS ) and optimization first nodeenergy balance strategy (OF-EBS). The main idea of OW-EBS is to cut down WCEC by reducing critical node transmission workload; OF-EBS confirms critical node by optimizing each sensor node transmission range, then we get the optimal energy harvesting rate in OF-EBS. The experimental results demonstrate that OF-EBS can indefinitely extend network lifetime with lower cost than WC-EBS and OW-EBS, and energy harvesting rate P in each strategy satisfies POF-EBS ≤POW-EBS ≤PWC-EBS.
Keywords :
energy harvesting; optimisation; pipelines; wireless sensor networks; CPS; OF-EBS; OW-EBS; WCEC; WSN; cost minimization; cyber-physical-system; energy harvesting rate; energy problem; optimization first nodeenergy balance strategy; optimization strategies; optimization workload energy balance strategy; strategy worst case-energy balance strategy; unlimited-lifetime energy; wireless sensor networks; worst case energy consumption; Energy consumption; Energy harvesting; Monitoring; Optimization; Pipelines; Sensors; Wireless sensor networks; Cyber-physical-system (CPS); cost; energy harvesting; lifetime; wireless sensor network (WSN);
fLanguage :
English
Journal_Title :
Automatica Sinica, IEEE/CAA Journal of
Publisher :
ieee
ISSN :
2329-9266
Type :
jour
Filename :
7152663
Link To Document :
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