Energy Efficient Algorithms for k-Sink Minimum Movement Target Coverage Problem in Mobile Sensor Network

被引:45
作者
Gao, Xiaofeng [1 ]
Chen, Zhiyin [1 ]
Wu, Fan [1 ]
Chen, Guihai [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Shanghai Key Lab Scalable Comp & Syst, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Mobile sensor networks; target coverage; PTAS algorithm; WIRELESS SENSOR; DEPLOYMENT; APPROXIMATION; BARRIER;
D O I
10.1109/TNET.2017.2756925
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Energy consumption is a fundamental and critical issue in wireless sensor networks. Mobile sensors consume much more energy during the movement than that during the communication or sensing process. Thus how to schedule mobile sensors and minimize their moving distance, while keeping the coverage requirement has great significance to researchers. In this paper, we study the target coverage problem in mobile sensor networks where all the targets need to be covered by sensors continuously. Our goal is to minimize the moving distance of sensors to cover all targets in the surveillance region, which is in Euclidean space. Here initially all the sensors are located at k base stations. Thus, we define this problem as k-Sink Minimum Movement Target Coverage. To solve this problem, we propose a polynomialtime approximation scheme, named Energy Effective Movement Algorithm (EEMA). We prove that the approximation ratio of EEMA is 1 + epsilon and the time complexity is n(O(1/epsilon 2)). We also propose a distributed version of EEMA (D-EEMA) for largescale networks where EEMA is not efficient enough in practice. Finally, we conduct experiments to validate the efficiency and effectiveness of EEMA and D-EEMA.
引用
收藏
页码:3616 / 3627
页数:12
相关论文
共 38 条
[1]  
Alsuwaiyel M. H., 2003, DESIGN TECHNIQUES AN
[2]   On the problem of k-coverage in mission-oriented mobile wireless sensor networks [J].
Ammari, Habib M. .
COMPUTER NETWORKS, 2012, 56 (07) :1935-1950
[3]  
[Anonymous], 2015, 2015 IEEE GLOB COMM
[4]  
[Anonymous], 2012, DESIGN ANAL APPROXIM
[5]  
[Anonymous], 2015, PLANTS ENDEMIC BHUTA
[6]   Energy-Efficient Intrusion Detection with a Barrier of Probabilistic Sensors: Global and Local [J].
Chen, Jiming ;
Li, Junkun ;
Lai, Ten H. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (09) :4742-4755
[7]   Study of Ocean Waves Measured by Collocated HH and VV Polarized X-Band Marine Radars [J].
Chen, Zhongbiao ;
He, Yijun ;
Yang, Wankang .
INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION, 2016, 2016
[8]  
Ding L, 2012, IEEE INFOCOM SER, P1584, DOI 10.1109/INFCOM.2012.6195527
[9]  
FENG L, 2013, PROC INT CONF COMPL, P623, DOI DOI 10.1109/CISIS.2013.112
[10]   OPTIMAL PACKING AND COVERING IN THE PLANE ARE NP-COMPLETE [J].
FOWLER, RJ ;
PATERSON, MS ;
TANIMOTO, SL .
INFORMATION PROCESSING LETTERS, 1981, 12 (03) :133-137