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 50 条
  • [11] Energy-Efficient Distributed Leader Selection Algorithm for Energy-Constrained Wireless Sensor Networks
    Ulp, Sander
    Le Moullec, Yannick
    Alam, Muhammad Mahtab
    IEEE ACCESS, 2019, 7 : 4410 - 4421
  • [12] An Energy-Efficient Distributed Cut Vertex Detection Algorithm for Wireless Sensor Networks
    Dagdeviren, Orhan
    Akram, Vahid Khalilpour
    COMPUTER JOURNAL, 2014, 57 (12) : 1852 - 1869
  • [13] An Efficient Distributed Algorithm for Constructing Spanning Trees in Wireless Sensor Networks
    Lachowski, Rosana
    Pellenz, Marcelo E.
    Penna, Manoel C.
    Jamhour, Edgard
    Souza, Richard D.
    SENSORS, 2015, 15 (01) : 1518 - 1536
  • [14] Distributed Fuzzy Logic-Based Relay Selection Algorithm for Cooperative Wireless Sensor Networks
    Brante, Glauber
    Peron, Guilherme de Santi
    Souza, Richard Demo
    Abrao, Taufik
    IEEE SENSORS JOURNAL, 2013, 13 (11) : 4375 - 4386
  • [15] Energy efficient head node selection algorithm in wireless sensor networks
    Chen, Wanming
    Meng, Max Q. -H.
    Li, Shuai
    Mei, Tao
    Liang, Huawei
    Li, Yangming
    2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-5, 2007, : 1366 - 1371
  • [16] A Distributed AOA Based Localization Algorithm for Wireless Sensor Networks
    Di Stefano, Gabriele
    Petricola, Alberto
    JOURNAL OF COMPUTERS, 2008, 3 (04) : 1 - 8
  • [17] A localisation algorithm based on region partition of cellular network in wireless sensor networks
    Jin, Rencheng
    Xu, Hao
    Cai, Yong
    Hua, Zongzhi
    Zhu, Ming
    Wang, Liding
    INTERNATIONAL JOURNAL OF SENSOR NETWORKS, 2016, 20 (02) : 63 - 69
  • [18] A range-free localisation algorithm based on connectivity in wireless sensor networks
    Liu, Liping
    Chu, Chunliang
    Xia, Feng
    INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2016, 23 (1-2) : 69 - 81
  • [19] Distributed homology-based sensor selection and scheduling in wireless sensor networks
    Marzieh Varposhti
    The Journal of Supercomputing, 2024, 80 : 6601 - 6621
  • [20] Distributed homology-based sensor selection and scheduling in wireless sensor networks
    Varposhti, Marzieh
    JOURNAL OF SUPERCOMPUTING, 2024, 80 (05) : 6601 - 6621