Node localization with AoA assistance in multi-hop underwater sensor networks

被引:59
|
作者
Huang, Huai [1 ]
Zheng, Yahong Rosa [1 ]
机构
[1] Missouri Univ Sci & Technol, Dept Elect & Comp Engn, Rolla, MO 65409 USA
基金
美国国家科学基金会;
关键词
Localization; Multi-hop; Underwater wireless sensor networks; Angle of arrival (AoA); COMMUNICATION;
D O I
10.1016/j.adhoc.2018.05.005
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a novel node localization method in sparse underwater wireless sensor networks (UWSNs) where the locations of only a small number of anchor nodes are available. The proposed method estimates the Euclidean distances from anchor nodes to multi-hop sensor nodes with the help of angle of arrival (AoA) measurements in the local coordinate systems of the routing nodes. A new distance estimation method is proposed for sensor nodes with greater-than-two-hops to an anchor node by accurately estimating the rotation matrix between the routing nodes. By forwarding distances hop-by-hop through the network, the sensor nodes are able to obtain distance estimates to more than four or five anchor nodes. Then the location of the sensor node is solved by a weighted Least Squares method. This paper develops a practical table of weights for different number of hops and AoA estimation errors. Simulation results show that the proposed localization method outperforms the existing multi-hop localization algorithms, such as DV-hop, DV-distance, Euclidean, and Cosine-law methods, in terms of distance estimation and location estimation, even if the AoA measurement error is large. Meanwhile, the proposed method maintains almost the same high localization coverage as the existing methods. (C) 2018 Published by Elsevier B.V.
引用
收藏
页码:32 / 41
页数:10
相关论文
共 50 条
  • [1] A Multi-hop Localization Algorithm in Underwater Wireless Sensor Networks
    Zhu, Zhiwen
    Guan, Wenbing
    Liu, Linfeng
    Li, Sheng
    Kong, Shanshan
    Yan, Yudao
    2014 SIXTH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2014,
  • [2] A Multi-hop Reverse Localization Scheme for Underwater Wireless Sensor Networks
    Zhang Senlin
    Zhang Qiang
    Liu Meiqin
    Fan Zhen
    Sheng Weihua
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 7383 - 7388
  • [3] Range-Free Node Localization in Multi-Hop Wireless Sensor Networks
    Zaidi, Sim
    El Assaf, Ahmad
    Affes, Sofiene
    Kandil, Nahi
    2016 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, 2016,
  • [4] Performance Analysis of Connectivity and Localization in Multi-Hop Underwater Optical Wireless Sensor Networks
    Saeed, Nasir
    Celik, Abdulkadir
    Alouini, Mohamed-Slim
    Al-Naffouri, Tareq Y.
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, 18 (11) : 2604 - 2615
  • [5] Analyzing the performance of multi-hop underwater acoustic sensor networks
    Gibson, John H.
    Xie, Geoffrey G.
    Xiao, Yang
    Chen, Hui
    OCEANS 2007 - EUROPE, VOLS 1-3, 2007, : 951 - +
  • [6] A hybrid localization algorithm for multi-hop mobile underwater acoustic networks
    Gao, Jingjie
    Shen, Xiaohong
    Wang, Haiyan
    JOURNAL OF MARINE SCIENCE AND TECHNOLOGY, 2017, 22 (03) : 494 - 500
  • [7] A hybrid localization algorithm for multi-hop mobile underwater acoustic networks
    Jingjie Gao
    Xiaohong Shen
    Haiyan Wang
    Journal of Marine Science and Technology, 2017, 22 : 494 - 500
  • [8] Cooperative transmission scheme for multi-hop underwater acoustic sensor networks
    Tan, Do Duy
    Kim, Dong-Seong
    INTERNATIONAL JOURNAL OF COMMUNICATION NETWORKS AND DISTRIBUTED SYSTEMS, 2015, 14 (01) : 1 - 18
  • [9] The Analysis of Hops for Multi-hop Cooperation in Underwater Acoustic Sensor Networks
    Jin Xiaoting
    Chen Yougan
    Xu Xiaomei
    2016 IEEE/OES CHINA OCEAN ACOUSTICS SYMPOSIUM (COA), 2016,
  • [10] Cascading Multi-Hop Reservation and Transmission in Underwater Acoustic Sensor Networks
    Lee, Jae-Won
    Cho, Ho-Shin
    SENSORS, 2014, 14 (10) : 18390 - 18409