Improved Hybrid ToA/AoA Location Algorithm in NLoS Environments for Wireless Sensor Networks

被引:0
|
作者
Zhao Junhui [1 ,2 ,3 ]
Zhao Cong [2 ,3 ]
机构
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China
[2] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
[3] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
WSN; location technique; Gauss-Newton algorithm; grid search; NLoS; ToA; AoA;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
An improved hybrid Tine of Arrival (ToA)/Angle of Arrival (AoA) location algorithm by adopting Gauss-Newton iterative algorithm is proposed. It is with the advantage of fast convergence and combining with the grid-search-based method to optimize the initial object coordinates of the iteration, mean-while, under the condition of small measurement errors caused by noises of ToA and AoA, the algorithm performance can be improved effectively. In the Non-Line-of-Sight (NLoS) environments of the Wireless Sensor Network (WSN), simulation results show that improved accuracy is gained with moderate flexibility and fast steady convergence compared with the existing algorithms.
引用
收藏
页码:106 / 110
页数:5
相关论文
共 50 条
  • [21] Enhanced Hybrid Positioning in Wireless Networks I: AoA-ToA
    Khan, M. W.
    Salman, N.
    Kemp, A. H.
    2014 INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND MULTIMEDIA (TEMU), 2014, : 86 - 91
  • [22] ML & Bayesian TOA location estimators for NLOS environments
    Al-Jazzar, S
    Caffery, J
    IEEE 56TH VEHICULAR TECHNOLOGY CONFERENCE, VTC FALL 2002, VOLS 1-4, PROCEEDINGS, 2002, : 1178 - 1181
  • [23] Hybrid TOA/AOD/Doppler-Shift Localization Algorithm for NLOS Environments
    Papakonstantinou, Konstantinos
    Slock, Dirk
    2009 IEEE 20TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, 2009, : 1948 - 1952
  • [24] AOA-Aided TOA Distributed Positioning for Mobile Wireless Sensor Networks
    Chan, Fu-Kai
    Wen, Chih-Yu
    ICIEA 2010: PROCEEDINGS OF THE 5TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOL 4, 2010, : 19 - 24
  • [25] A TOA-AOA-Based NLOS Error Mitigation Method for Location Estimation
    Hong Tang
    Yongwan Park
    Tianshuang Qiu
    EURASIP Journal on Advances in Signal Processing, 2008
  • [26] Decentralized Cooperative TOA/AOA Target Tracking for Hierarchical Wireless Sensor Networks
    Chen, Ying-Chih
    Wen, Chih-Yu
    SENSORS, 2012, 12 (11) : 15308 - 15337
  • [27] A TOA-AOA-based NLOS error mitigation method for location estimation
    Tang, Hong
    Park, Yongwan
    Qiu, Tianshuang
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2008, 2008 (1)
  • [28] Hybrid TOA/AOA techniques for mobile location in non-line-of-sight environments
    Venkatraman, S
    Caffery, J
    2004 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-4: BROADBAND WIRELESS - THE TIME IS NOW, 2004, : 274 - 278
  • [29] An Improved Hybrid Localization Algorithm for Wireless Sensor Networks
    Liu, Yuan
    Chen, Junjie
    Xu, Zhenfeng
    Zhang, Jingxia
    Yang, Yan
    2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL. 1, 2016, : 456 - 459
  • [30] Performance of TOA-AOA hybrid mobile location
    So, HC
    Shiu, EMK
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2003, E86A (08) : 2136 - 2138