An efficient distributed localisation algorithm for wireless sensor networks: based on smart reference-selection method

被引:38
作者
Abu-Mahfouz, Adnan M. [1 ]
Hancke, Gerhard P. [2 ,3 ]
机构
[1] Univ Pretoria, Adv Sensor Networks Res Grp, CSIR Meraka Inst, ZA-0002 Pretoria, South Africa
[2] Univ London, Informat Secur Grp, London WC1E 7HU, England
[3] Univ Pretoria, ZA-0002 Pretoria, South Africa
关键词
ALWadHA; position estimation; wireless sensor networks; smart reference-selection; subset-references; distributed algorithm; sensor nodes location; successive-refinement; localisation systems;
D O I
10.1504/IJSNET.2013.053718
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Determining the location of nodes is a key part of wireless sensor networks (WSNs). Many WSN applications require knowledge of nodes' locations to perform their functions successfully. Several localisation algorithms rely on using all or most of the available references to enhance their performance. However, to implement an efficient localisation algorithm for WSNs one should reconsider this assumption. This paper introduces an efficient localisation algorithm that is based on a novel smart reference-selection method. This method chooses only those references that would increase the overall localisation accuracy, and it also minimises the number of iterations needed to refine the accuracy of the estimated position. Simulation results confirm that, compared to existing approaches, the proposed reference selection technique and associated localisation algorithm achieves both reliable and accurate position estimate using a minimal number of references. This decreases the computational burden of gathering and analysing location data from the high number of references previously believed to be necessary.
引用
收藏
页码:94 / 111
页数:18
相关论文
共 40 条
[1]  
Abu-Mahfouz A., 2012, LOCALISATION SYSTEM
[2]  
Abu-Mahfouz A. M., 2012, AD HOC SENSOR UNPUB
[3]   Distance Bounding: A Practical Security Solution for Real-Time Location Systems [J].
Abu-Mahfouz, Adnan ;
Hancke, Gerhard P. .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2013, 9 (01) :16-27
[4]   Recursive position estimation in sensor networks [J].
Albowicz, J ;
Chen, A ;
Zhang, LX .
NETWORK PROTOCOLS, 2001, :35-41
[5]   RF angle of arrival-based node localisation [J].
Amundson, Isaac ;
Sallai, Janos ;
Koutsoukos, Xenofon ;
Ledeczi, Akos ;
Maroti, Miklos .
INTERNATIONAL JOURNAL OF SENSOR NETWORKS, 2011, 9 (3-4) :209-224
[6]  
[Anonymous], 2001, MOBICOM 2001 P 7 ANN
[7]  
[Anonymous], P INT C WIR NETW
[8]  
[Anonymous], JOINT INT C AUT AUT, DOI DOI 10.1109/ICAS-ICNS.2005.552005
[9]  
[Anonymous], SOFTWARE ENG
[10]  
[Anonymous], 2011, P IEEE AFR 2011 LIV