Link state based annulus localization algorithm for wireless sensor networks

被引:0
|
作者
Li, Xin [1 ]
Hua, Bei [1 ]
Guo, Yan [1 ]
机构
[1] Univ Sci & Technol China, Dept Comp Sci & Technol, Hefei 230027, Peoples R China
关键词
wireless sensor networks; irregular radio propagation; localization;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Most of the state-of-the-art localization systems assume an idealistic radio propagation model that is far from the reality, and will lead to lower localization accuracy in real wireless sensor networks. In this paper we describe a coarse-grained Link State Based Annulus (LSBA) localization algorithm that takes into account the anisotropic feature of real radio propagation to improve the localization accuracy and adapts to deployment irregularity as well. We compare LSBA with four typical coarse-grained localization algorithms: Centroid, APIT, DV-HOP and Amorphous in simulated realistic settings, and experimental results show that LSBA achieves the best tradeoff between localization accuracy and convergence speed in networks with moderate number of anchors. Based on our observation, we also make an improvement suggestion on DV-HOP and Amorphous to redefine the concept of neighboring nodes to reflect the radio irregularity, and simulation results show that both improved algorithms see increased localization accuracy.
引用
收藏
页码:318 / 322
页数:5
相关论文
共 50 条
  • [21] Research on Localization Algorithm of Wireless Sensor Networks Based on IoT
    Jing, Yang
    Tao, Hongxu
    Lin, Yun
    2019 11TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2019,
  • [23] Topology control algorithm for wireless sensor networks based on Link forwarding
    Pucuo, Cairen
    Qi, Ai-qin
    2017 INTERNATIONAL SYMPOSIUM ON APPLICATION OF MATERIALS SCIENCE AND ENERGY MATERIALS (SAMSE 2017), 2018, 322
  • [24] A node localization algorithm for wireless sensor networks based on particle swarm algorithm
    Chen, X. (chui@ctgu.edu.cn), 1860, Academy Publisher (07):
  • [25] An Efficient Localization Algorithm for Wireless Sensor Networks
    Qi, Qi
    Zhang, Linghua
    2019 4TH INTERNATIONAL CONFERENCE ON COMMUNICATION AND INFORMATION SYSTEMS (ICCIS 2019), 2019, : 84 - 88
  • [26] A robust localization algorithm in wireless sensor networks
    Li X.
    Hua B.
    Shang Y.
    Xiong Y.
    Frontiers of Computer Science in China, 2008, 2 (4): : 438 - 450
  • [27] A Robust Localization Algorithm for Wireless Sensor Networks
    Zhang, Jia
    Luo, Junyong
    Luo, Xiangyang
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 3756 - 3759
  • [28] A localization algorithm for mobile wireless sensor networks
    Yu, Ganggang
    Yu, Fengqi
    2007 IEEE INTERNATIONAL CONFERENCE ON INTEGRATION TECHNOLOGY, PROCEEDINGS, 2007, : 623 - +
  • [29] A Combined Localization Algorithm for Wireless Sensor Networks
    Qi, Xiaogang
    Liu, Xiaoke
    Liu, Lifang
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [30] On demand localization algorithm for wireless sensor networks
    Yu, Ning
    Wan, Hangwen
    2007 SECOND INTERNATIONAL CONFERENCE IN COMMUNICATIONS AND NETWORKING IN CHINA, VOLS 1 AND 2, 2007, : 84 - +