Efficient Range-Free Localization Algorithm for Randomly Distributed Wireless Sensor Networks

被引:0
|
作者
El Assaf, Ahmad [1 ]
Zaidi, Slim [1 ]
Affes, Sofiene [1 ,2 ]
Kandil, Nahi [1 ,2 ]
机构
[1] Univ Quebec, INRS EMT, Montreal, PQ H5A 1K6, Canada
[2] Univ Quebec Abitibi Temiscaming, LRTCS, Rouyn Noranda, PQ J9X 5E4, Canada
来源
2013 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM) | 2013年
关键词
wireless sensor networks; localization accuracy; range-free; nonparametric approach;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we propose a novel range-free localization algorithm able to reduce errors due to mapping the hops into distance units. Using the proposed algorithm, the mean hop size (h) over bar (s) is locally derived at each regular or position-unaware node, thereby avoiding its broadcast by anchors (i.e., a few nodes aware of their exact position) as usually required in current state-of-theart solutions and, hence, resulting in less battery power depletion. The analytical expression of (h) over bar (s) is derived for different node distributions. Furthermore, it is shown that it is possible to locally compute (h) over bar (s) at each regular node with or even without prior knowledge of the node distribution. Simulations results show that the proposed scheme outperforms the most representative range-free localization schemes in terms of accuracy.
引用
收藏
页码:201 / 206
页数:6
相关论文
共 50 条
  • [31] Range-Free Localization in Wireless Sensor Networks with Neural Network Ensembles
    Zheng, Jun
    Dehghani, Asghar
    JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 2012, 1 (03) : 254 - 271
  • [32] Range-Free Localization in Wireless Sensor Networks Using Fuzzy Logic
    Velimirovic, Maja M.
    Djordjevic, Goran Lj.
    Velimirovic, Andrija S.
    Denic, Dragan B.
    AD HOC & SENSOR WIRELESS NETWORKS, 2014, 23 (3-4) : 187 - 210
  • [33] Range-free Localization with Isotropic Distance Scaling in Wireless Sensor Networks
    Woo, Hyunjae
    Lee, Sangwoo
    Lee, Chaewoo
    2013 INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN), 2013,
  • [34] Support Vector Machine Based Range-Free Localization Algorithm in Wireless Sensor Network
    Tang, Tao
    Liu, Haicheng
    Song, Haiyan
    Peng, Bao
    MACHINE LEARNING AND INTELLIGENT COMMUNICATIONS, 2017, 183 : 150 - 158
  • [35] Distributed Range-Free Localization Algorithm for 3D Wireless Sensor Networks under Irregular Radio Propagation Model
    Xing, Jianping
    Wang, Dehua
    Liu, Yang
    APPLIED INFORMATICS AND COMMUNICATION, PT I, 2011, 224 : 299 - 306
  • [36] Geometric Constraint-Based Range-Free Localization Scheme for Wireless Sensor Networks
    Singh, Munesh
    Bhoi, Sourav Kumar
    Khilar, Pabitra Mohan
    IEEE SENSORS JOURNAL, 2017, 17 (16) : 5350 - 5366
  • [37] Distributed Range-free Localization Algorithm for 3D Wireless Sensor Networks under Irregular Radio Propagation Model
    Xing, Jianping
    Wang, Dehua
    Liu, Yang
    2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL I, 2010, : 177 - 180
  • [38] 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
  • [39] An range-free localization scheme for large scale underwater wireless sensor networks
    Zhou Y.
    Gu B.-J.
    Chen K.
    Chen J.-B.
    Guan H.-B.
    J. Shanghai Jiaotong Univ. Sci., 2009, 5 (562-568): : 562 - 568
  • [40] A New Lower Bound on Range-Free Localization Algorithms in Wireless Sensor Networks
    Chan, Yiu Wing Edwin
    Soong, Boon Hee
    IEEE COMMUNICATIONS LETTERS, 2011, 15 (01) : 16 - 18