An Efficient Fuzzy Localization Approach in Wireless Sensor Networks

被引：7

作者：

Parwekar, Pritee ^{[1
]}

Reddy, Ramana ^{[2
]}

机构：

[1] Jaypee Inst Informat Technol, Nodia 62, Uttar Pradesh, India

[2] Indian Inst Sci, Bangalore, Karnataka, India

来源：

2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013) | 2013年

关键词：

Wireless Sensor Networks; Fuzzy Logic; Received Signal Strength Indicator; Link Quality Indicator; LOGIC;

D O I：

10.1109/FUZZ-IEEE.2013.6622548

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A successful node localization is of great importance to design efficient localization algorithms in Wireless Sensor Networks (WSNs). A proper node deployment can assist in routing, data fusion and communication in large scale ad hoc networks. Furthermore, it can extend the lifetime of WSNs by minimizing energy consumption. In this paper, we propose range-free localization using Fuzzy logic to achieve a more optimum solution. We model edge weights using Fuzzy logic system, which utilize the current value of Received Signal Strength Indicator (RSSI) and the Link Quality Indicator (LQI) from the anchor nodes for deciding location of sensor nodes. We have implemented our approach as a TinyOS module, and evaluated it through extensive TOSSIM simulations. Simulation results have shown promising results and demonstrate the effectiveness of the proposed approach.

引用

页数：6

共 15 条

[1]

Abdelhadi Mohammad, 2012, 2012 International Conference on Collaboration Technologies and Systems (CTS), P152, DOI 10.1109/CTS.2012.6261042

[2]

[Anonymous], 2002, WIRELESS COMMUNICATI

[3] GPS-less low-cost outdoor localization for very small devices [J].

Bulusu, N ;

Heidemann, J ;

Estrin, D .

IEEE PERSONAL COMMUNICATIONS, 2000, 7 (05) :28-34

[4]

Chiang SY, 2008, LECT NOTES ARTIF INT, V5178, P966, DOI 10.1007/978-3-540-85565-1_120

[5]

Gupta I, 2005, PROCEEDINGS OF THE 3RD ANNUAL COMMUNICATION NETWORKS AND SERVICES RESEARCH CONFERENCE, P255

[6] Using fuzzy logic for robust event detection in wireless sensor networks [J].

Kapitanova, Krasimira ;

Son, Sang H. ;

Kang, Kyoung-Don .

AD HOC NETWORKS, 2012, 10 (04) :709-722

[7]

Kumar V., 2011, P INT C WORKSH EM TR, P798

[8]

Lazzerini B., 2006, North American Fuzzy Information Processing Society Conference, P436

[9]

Levis P., 2003, SENSYS 03, P126, DOI DOI 10.1145/958491.958506

[10]

Munir SA, 2007, IEEE WCNC, P4339

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