Scalable location estimation using smart antennas in wireless sensor networks

被引:13
|
作者
Kucuk, Kerem [1 ,2 ]
Kavak, Adnan [1 ]
机构
[1] Kocaeli Univ, Wireless Comm & Inform Sys Res Ctr, TR-41040 Kocaeli, Turkey
[2] Kocaeli Univ, Dept Elect & Comp Ed, TR-41380 Kocaeli, Turkey
关键词
Localization; Wireless sensor network; Smart antenna; Sectoral sweeper; Centroid; LOCALIZATION;
D O I
10.1016/j.adhoc.2010.04.005
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For Wireless Sensor Networks (WSNs), although many localization techniques have been proposed, development of effective localization techniques for sensor nodes, which do not require any hardware or computational burdens on them, continues to be a challenging task. Motivated by this need, this paper proposes a new location discovery scheme in WSNs so called Sectoral Sweeper based Location Estimation (SSLE). Sectoral Sweeper (SS) relies on integration of smart antenna processing capability only at a central node. By expanding the SS scheme, the key idea in the SSLE is to perform two dimensional (azimuth and range) sweeping process over a given sensor field with beamforming capable central node followed by range estimation and direction estimation algorithms. It does not require any hardware or computational load at tiny sensor nodes. Performance evaluation of the SSLE is given in terms of localization error, response message statistics, and complexity analysis for grid and randomly deployed sensor node scenarios under various sweeping conditions. The SSLE performance is also compared with the Centroid method. The advantage of the SSLE is that it is applicable to environments with hard-to-access sensor deployment scenarios and that desired localization accuracy can be obtained by properly adjusting sweeping parameters. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:889 / 903
页数:15
相关论文
共 50 条
  • [21] Secure Location Estimation in Large Scale Wireless Sensor Networks
    Arisar, S. H.
    Kemp, A. H.
    THIRD INTERNATIONAL CONFERENCE ON NEXT GENERATION MOBILE APPLICATIONS, SERVICES, AND TECHNOLOGIES, PROCEEDINGS, 2009, : 472 - 476
  • [22] Probability grid: A location estimation scheme for wireless sensor networks
    Stoleru, R
    Stankovic, JA
    2004 FIRST ANNUAL IEEE COMMUNICATIONS SOCIETY CONFERENCE ON SENSOR AND AD HOC COMMUNICATIONS AND NETWORKS, 2004, : 430 - 438
  • [23] An indoor user location estimation method in wireless sensor networks
    Cheng, Yuanguo
    Chen, Shaochang
    Information Technology Journal, 2013, 12 (03) : 551 - 553
  • [24] An Energy Efficient Location Estimation Technique for Wireless Sensor Networks
    Kakarla, Jagadeesh
    PROCEEDINGS OF 4TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTING AND CONTROL (ISPCC 2K17), 2017, : 26 - 30
  • [25] Location estimation and detection in wireless sensor networks in the presence of fading
    Zhang, Xue
    Tepedelenlioglu, Cihan
    Banavar, Mahesh K.
    Spanias, Andreas
    Muniraju, Gowtham
    PHYSICAL COMMUNICATION, 2019, 32 : 62 - 74
  • [26] A Survey of Hybrid Schemes for Location Estimation in Wireless Sensor Networks
    De Gante, Alejandro
    Siller, Mario
    3RD IBEROAMERICAN CONFERENCE ON ELECTRONICS ENGINEERING AND COMPUTER SCIENCE, CIIECC 2013, 2013, 7 : 377 - 383
  • [27] A Probabilistic Model for Relative Location Estimation in Wireless Sensor Networks
    Chang, Chia-Hung
    Liao, Wanjinn
    IEEE COMMUNICATIONS LETTERS, 2009, 13 (12) : 893 - 895
  • [28] Location estimation scheme using connectivity constraints for wireless ad hoc sensor networks
    Sundaram, Niveditha
    Ramanathan, Parameswaran
    2007 2ND INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS SOFTWARE & MIDDLEWARE, VOLS 1 AND 2, 2007, : 176 - +
  • [29] Location Estimation Using RSSI and Application of Extended Kalman Filter in Wireless Sensor Networks
    Karthick, N.
    Prashanth, Keshav
    Venkatraman, K.
    Nanmaran, Amutha
    Naren, J.
    INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL : ICACC 2009 - PROCEEDINGS, 2009, : 337 - +
  • [30] The Study of Location Technology Based on Wireless Sensor Networks in Smart City
    Wang Yahui
    Guo Xiaoran
    2016 12TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2016, : 848 - 853