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
  • [41] Hybrid TOA/RSSI wireless location with unconstrained nonlinear optimization for indoor UWB channels
    Wann, Chin-Der
    Chin, Hao-Chun
    2007 IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-9, 2007, : 3943 - 3948
  • [42] Clustering Hierarchy Protocol in Wireless Sensor Networks Using an Improved PSO Algorithm
    Zhou, Yuan
    Wang, Ning
    Xiang, Wei
    IEEE ACCESS, 2017, 5 : 2241 - 2253
  • [43] Hybrid RSSD/AOA Cooperative Localization for 4G Wireless Networks with Uncooperative Emitters
    Gazzah, Leila
    Najjar, Leila
    Besbes, Hichem
    2015 INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2015, : 874 - 879
  • [44] A localization algorithm based on AOA for ad-hoc sensor networks
    Lee, Yang Sun
    Park, Jang Woo
    Barolli, Leonard
    MOBILE INFORMATION SYSTEMS, 2012, 8 (01) : 61 - 72
  • [45] Improved Hybrid AML Algorithm without identification of LOS/NLOS nodes
    Gazzah, Leila
    Najjar, Leila
    Besbes, Hichem
    2015 IEEE 81ST VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2015,
  • [46] A Hybrid Localization Algorithm Based on TOF and TDOA for Asynchronous Wireless Sensor Networks
    Wang, Tan
    Xiong, Hui
    Ding, Hong
    Zheng, Linhua
    IEEE ACCESS, 2019, 7 : 158981 - 158988
  • [47] Hybrid detection algorithm for online faulty sensors identification in wireless sensor networks
    Ibrahim Gabr, Walaa
    Ahmed, Mona A.
    Salim, Omar M.
    IET WIRELESS SENSOR SYSTEMS, 2020, 10 (06) : 265 - 275
  • [48] TASLT: Triangular Area Segmentation based Localization Technique for Wireless Sensor Networks using AoA and RSSI Measures - A New Approach
    Kumar, Mamidi Kiran
    Prasad, V. Kamakshi
    2021 IEEE 18TH INTERNATIONAL CONFERENCE ON MOBILE AD HOC AND SMART SYSTEMS (MASS 2021), 2021, : 585 - 590
  • [49] Wireless sensor networks localization algorithm
    Zanaj, Elma
    Rista, Amarildo
    Zanaj, Blerina
    Kotobelli, Ezmerina
    Elbasani, Ermal
    2015 12TH INTERNATIONAL WORKSHOP ON INTELLIGENT SOLUTIONS IN EMBEDDED SYSTEMS (WISES), 2015, : 63 - 66
  • [50] An Improved Wireless Location Algorithm Based on Chaos Optimization Algorithm
    Luo, Junyou
    Zhao, Junhui
    2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 885 - 889