A Novel Area Coverage Technique for Maximizing the Wireless Sensor Network Lifetime

被引:9
作者
Chauhan, Nilanshi [1 ]
Chauhan, Siddhartha [1 ]
机构
[1] Natl Inst Technol Hamirpur, Comp Sci & Engn Dept, Hamirpur 177005, Himachal Prades, India
关键词
Coverage; Life time; Nodes; Random deployment; Wireless sensor networks; K-COVERAGE; GENETIC ALGORITHM; DOMINATING SET;
D O I
10.1007/s13369-020-05182-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper presents a mathematical model to geometrically optimize the density of active sensor nodes in a wireless sensor network (WSN) using concentric hexagonal tessellations and the concept of coverage contribution area for randomly deployed nodes in the field of interest (FOI). Some of the WSN applications, such as environmental monitoring, security, surveillance and health care require the target area to be covered a number of times. This number is denoted by a variable k and is known as the 'degree of coverage.' The problem of achieving required degree of coverage is formulated as k-coverage problem. An algorithm has been proposed to generate maximum number of disjoint-independent subsets of sensor nodes as an optimized solution to the k-coverage problem, along with maximizing the WSN lifetime. Superiority and efficacy of the technique have been verified by mathematical analysis as well as simulations carried out using MATLAB.
引用
收藏
页码:3329 / 3343
页数:15
相关论文
共 29 条
[1]   Efficient Complete Coverage Through Heterogeneous Sensing Nodes [J].
Abbas, Waseem ;
Koutsoukos, Xenofon .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2015, 4 (01) :14-17
[2]   The Optimal Deployment, Coverage, and Connectivity Problems in Wireless Sensor Networks: Revisited [J].
Al-Karaki, Jamal N. ;
Gawanmeh, Amjad .
IEEE ACCESS, 2017, 5 :18051-18065
[3]   Integrated coverage and connectivity in wireless sensor networks: A two-dimensional percolation problem [J].
Ammari, Habib M. ;
Das, Sajal K. .
IEEE TRANSACTIONS ON COMPUTERS, 2008, 57 (10) :1423-1434
[4]   Centralized and Clustered k-Coverage Protocols for Wireless Sensor Networks [J].
Ammari, Habib M. ;
Das, Sajal K. .
IEEE TRANSACTIONS ON COMPUTERS, 2012, 61 (01) :118-133
[5]   New optimal solution to disjoint set K-coverage for lifetime extension in wireless sensor networks [J].
Ashouri, M. ;
Zali, Z. ;
Mousavi, S. R. ;
Hashemi, M. R. .
IET WIRELESS SENSOR SYSTEMS, 2012, 2 (01) :31-39
[6]  
Chang A., 2012, P INT COMP S ICS, P157
[7]   Efficient Area Coverage in Wireless Sensor Networks Using Optimal Scheduling [J].
Choudhuri, Ritamshirsa ;
Das, Rajib K. .
WIRELESS PERSONAL COMMUNICATIONS, 2019, 107 (02) :1187-1198
[8]   Network Coverage in Interference Limited Wireless Sensor Networks [J].
Debnath, Sunandita ;
Hossain, Ashraf .
WIRELESS PERSONAL COMMUNICATIONS, 2019, 109 (01) :139-153
[9]   Coverage Protocols for Wireless Sensor Networks: Review and Future Directions [J].
Elhabyan, Riham ;
Shi, Wei ;
St-Hilaire, Marc .
JOURNAL OF COMMUNICATIONS AND NETWORKS, 2019, 21 (01) :45-60
[10]   K-Coverage Model Based on Genetic Algorithm to Extend WSN Lifetime [J].
Elhoseny M. ;
Tharwat A. ;
Farouk A. ;
Hassanien A.E. .
IEEE Sensors Letters, 2017, 1 (04)