Optimal Coverage Algorithm of Wireless Sensor Networks Based on Particle Swarm Optimization with Coherent Velocity

被引：2

作者：

Wang, Chuanyun ^{[1
]}

Sun, Enyan ^{[1
]}

Tian, Feng ^{[2
]}

机构：

[1] Shenyang Aerosp Univ, Coll Comp Sci, Shenyang, Peoples R China

[2] Shenyang Aerosp Univ, Coll Automat, Shenyang, Peoples R China

来源：

INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING | 2016年 / 9卷 / 09期

关键词：

wireless sensor networks; optimal coverage; particle swarm optimization; coherent velocity;

D O I：

10.14257/ijgdc.2016.9.9.25

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

Optimal coverage of wireless sensor networks is one of the most fundamental problems for constructing efficient perception layer of the Internet of Things. On the basis of research on spatial neighborhood, the node coverage and area coverage models are analyzed, then an optimal coverage algorithm of wireless sensor networks is proposed based on particle swarm optimization with coherent velocity. Experimental results show that the algorithm can significantly improve the network coverage; in addition, the coherent velocity can effectively avoid network prematurely into a local optimal solution, so as to enhance the network coverage.

引用

页码：293 / 306

页数：14

共 50 条

[1] Research on Coverage algorithm for Wireless Sensor Networks based on improved particle swarm optimization algorithm
Yin, Xiaoqi
Guo, Yizhuo
Li, Xiaofeng
Wang, Xuemei
[J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS, ELECTRONICS AND CONTROL (ICCSEC), 2017, : 1207 - 1210
[2] Coverage Optimization of Hybrid Wireless Sensor Networks Based on Modified Particle Swarm Algorithm
Yao Sufen
Zhao Jianqiang
[J]. ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 914 - 917
[3] Coverage Optimization and Simulation of Wireless Sensor Networks Based on Particle Swarm Optimization
Zhang, Ye
[J]. INTERNATIONAL JOURNAL OF WIRELESS INFORMATION NETWORKS, 2020, 27 (02) : 307 - 316
[4] Coverage Optimization and Simulation of Wireless Sensor Networks Based on Particle Swarm Optimization
Ye Zhang
[J]. International Journal of Wireless Information Networks, 2020, 27 : 307 - 316
[5] A Wireless Sensor Network Coverage Optimization Algorithm Based on Particle Swarm Optimization and Voronoi Diagram
Ab Aziz, Nor Azlina Bt.
Mohemmed, Ammar W.
Alias, Mohammad Yusoff
[J]. 2009 IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL, VOLS 1 AND 2, 2009, : 596 - +
[6] Particle Swarm Optimization and Voronoi Diagram for Wireless Sensor Networks Coverage Optimization
Ab Aziz, Nor Azlina Bt.
Mohemmed, Ammar W.
Sagar, B. S. Daya
[J]. ICIAS 2007: INTERNATIONAL CONFERENCE ON INTELLIGENT & ADVANCED SYSTEMS, VOLS 1-3, PROCEEDINGS, 2007, : 961 - 965
[7] Research on Wireless Sensor Network Coverage Based on Improved Particle Swarm Optimization Algorithm
Li Changxing
Zhang Long-yao
Qing, Zhang
[J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTER NETWORK, ELECTRONIC AND AUTOMATION (ICCNEA), 2017, : 305 - 311
[8] A Novel Particle Swarm Optimization Algorithm for k-Coverage Problems in Wireless Sensor Networks
Zhang, Yingbo
Shen, Weiming
[J]. PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2021, : 831 - 836
[9] Modified particle swarm optimization for hybrid wireless sensor networks coverage
[J]. Cheng, B. (powerodie@gmail.com), 1600, Academy Publication (09):
[10] Localization Algorithm in Wireless Sensor Networks Based on Multiobjective Particle Swarm Optimization
Sun, Ziwen
Tao, Li
Wang, Xinyu
Zhou, Zhiping
[J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,

← 1 2 3 4 5 →