Localization of Wireless Sensor Networks Using Self-Organizing Maps

被引：0

作者：

Chen, Xiaohui ^{[1
]}

Zhang, Mengjiao ^{[1
]}

Ruan, Kai ^{[1
]}

Gong, Canfeng ^{[1
]}

Min, Jiangbo ^{[1
]}

机构：

[1] China Three Gorges Univ, Coll Comp & Informat Technol, Yichang 443002, Hubei, Peoples R China

来源：

2013 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND MANAGEMENT SCIENCE (ICIEMS 2013) | 2013年

关键词：

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

To improve the positioning accuracy of wireless sensor networks, this paper proposes a bi-directional adjustment positioning method of wireless sensor networks based on self-organizing maps. Treat sensors as neurons and consider the difference between the actual and desired distances as the basis for adjustment. It links the neurons and sensors as a whole to achieve positioning. Simulation results show that the algorithm is high positioning accuracy, good stability and better reflect the topology of the sensors.

引用

页码：1091 / 1096

页数：6

共 50 条

[21] Localization using Self-Organizing Maps based on Spring Relaxation
Zhang, Mengjiao
Chen, Xiaohui
Ruan, Kai
Sun, Jiyuan
Zhu, Yangrui
[J]. 2014 IEEE 17TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE), 2014, : 373 - 377
[22] A self-organizing wireless sensor network
Mir, NF
[J]. ESA'04 & VLSI'04, PROCEEDINGS, 2004, : 113 - 119
[23] A self-organizing technique for sensor placement in wireless micro-sensor networks
Wong, TL
Tsuchiya, T
Kikuno, T
[J]. 18TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 1 (LONG PAPERS), PROCEEDINGS, 2004, : 78 - 83
[24] A self-organizing communication mechanism using traveling wave phenomena for wireless sensor networks
Taniguchi, Yoshiaki
Wakamiya, Naoki
Murata, Masayuki
[J]. EIGHTH INTERNATIONAL SYMPOSIUM ON AUTONOMOUS DECENTRALIZED SYSTEMS, PROCEEDINGS, 2007, : 562 - +
[25] Reduction of Energy Consumption using Self-Organizing Tree for Wireless Sensor Networks.
Rathna, R.
Vaiyshnavi, M. P.
Anu, V. Maria
[J]. RESEARCH JOURNAL OF PHARMACEUTICAL BIOLOGICAL AND CHEMICAL SCIENCES, 2016, 7 (02): : 1229 - 1236
[26] Sensor Signal Clustering with Self-Organizing Maps
Popovici, Razvan
Andonie, Razvan
[J]. 2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015,
[27] A Review on Self-Healing and Self-Organizing Techniques for Wireless Sensor Networks
Diaz, Sergio
Mendez, Diego
Kraemer, Rolf
[J]. JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2019, 28 (05)
[28] Using Neural Networks and Self-Organizing Maps for Image Connecting
Yi Ding
Tianjiang Wang
Xian Fu
[J]. Cognitive Computation, 2013, 5 : 13 - 18
[29] Using Neural Networks and Self-Organizing Maps for Image Connecting
Ding, Yi
Wang, Tianjiang
Fu, Xian
[J]. COGNITIVE COMPUTATION, 2013, 5 (01) : 13 - 18
[30] Using Self-organizing Maps for Identification of Roles in Social Networks
Zehnalova, Sarka
Horak, Zdenek
Kudelka, Milos
Snasel, Vaclav
[J]. 2013 FIFTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ASPECTS OF SOCIAL NETWORKS (CASON), 2013, : 44 - 49

← 1 2 3 4 5 →