Localization algorithm using improved RSSI

被引:0
|
作者
机构
[1] Chen, Jiguang
[2] Qian, Huanyan
[3] 1,Yan, Xiaoyong
来源
Chen, J. (jiguang_chen01@126.com) | 1600年 / Binary Information Press, Flat F 8th Floor, Block 3, Tanner Garden, 18 Tanner Road, Hong Kong卷 / 10期
关键词
Principal component analysis - Sensor nodes - Signal processing;
D O I
10.12733/jics20102211
中图分类号
学科分类号
摘要
The RSSI measuring localization method has attracted extensive attention due to its convenient acquisition of signals, low cost and small energy consumption. However, the actual environment of sensor node deployment is varied, which makes the localization results based on RSSI measuring usually unstable. In accordance with various factors such as the randomness of sensor node deployment and the impact of actual environment on the measuring signals, this paper has proposed a new RSSI location estimation algorithm. This algorithm can increase the localization accuracy to the maximum during the measuring phase and coordinate calculation phase. The theoretical analysis and simulation result show that this algorithm has higher accuracy and stability than previous algorithms of the same kind. © 2013 Binary Information Press.
引用
收藏
相关论文
共 50 条
  • [31] The Study of the Weighted Centroid Localization Algorithm based on RSSI
    Wang, Zu-min
    Zheng, Yi
    2014 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORK (WCSN), 2014, : 276 - 279
  • [32] RSSI and multidimensional scaling based indoor localization algorithm
    Shi, Xin
    Yin, Aimin
    Chen, Xi
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2014, 35 (02): : 261 - 268
  • [33] An RSSI Gradient-based AP Localization Algorithm
    Zhao Fang
    Luo Haiyong
    Geng Hao
    Sun Qijin
    CHINA COMMUNICATIONS, 2014, 11 (02) : 100 - 108
  • [34] A New Weighted Centroid Localization Algorithm based on RSSI
    Shi, Hongyu
    PROCEEDING OF THE IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2012, : 137 - 141
  • [35] RSSI Based Localization of Bluetooth Devices Using Trilateration: An Improved Method for the Visually Impaired
    Aziz, Muhammad Irfan
    Owens, Thomas
    Zaman, Uzair Khaleeq Uz
    PROCEEDINGS OF THE 2018 10TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTERS AND ARTIFICIAL INTELLIGENCE (ECAI), 2018,
  • [36] RSSI - based localization and tracking algorithm for indoor environments
    Bosisio, Ada Vittoria
    ICEAA: 2009 INTERNATIONAL CONFERENCE ON ELECTROMAGNETICS IN ADVANCED APPLICATIONS, VOLS 1 AND 2, 2009, : 469 - 472
  • [37] Improved Indoor localization system using statistical AP selection method based on RSSI
    Tateno, Shigeyuki
    Li, Tong
    Wu, Yu
    Wang, Ziyuan
    2018 57TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE), 2018, : 1652 - 1657
  • [38] Robust Localization Algorithm Based on the RSSI Ranging Scope
    Huang, Yan
    Zheng, Jianying
    Xiao, Yang
    Peng, Miao
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,
  • [39] A RSSI Based Localization Algorithm Using a Mobile Anchor Node for Wireless Sensor Networks
    Zhu, Yuan
    Zhang, Baoli
    Yu, Fengqi
    Ning, Shufeng
    INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL SCIENCES AND OPTIMIZATION, VOL 1, PROCEEDINGS, 2009, : 123 - +
  • [40] Improved DV-Hop localization method based on RSSI
    Liu S.-Y.
    Hu Y.-J.
    Zhang Z.-H.
    Hu, Ya-Jing (hyj1062090052@163.com), 1900, Northeast University (32): : 1900 - 1904