RSSI-based Localization in Functional Safety Applications of Industrial Automation

被引:3
|
作者
Fink, Andreas [1 ]
Beikirch, Helmut [1 ]
Voss, Matthias [1 ]
机构
[1] Univ Rostock, Dept Comp Sci & Elect Engn, D-18059 Rostock, Germany
关键词
Diversity Combining; Indoor Localization; Plausibility Filter; RSSI Reading;
D O I
10.1109/IDAACS.2009.5342901
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Distance estimation by the evaluation of RSSI measurements is a simple and well-known technique to predict the position of an unknown node. Therefore the infrastructure do not have to be extended by expensive hardware for synchronization or direction approximation. However, with the localization based on RSSI measurements common and proven systems can be used for the infrastructure. For indoor environments the distance-pending path loss is affected by strong variations, especially appearing as frequency specific signal dropouts. A diversity concept with redundant data transmission in different frequency bands can reduce the dropout probability. If also space diversity and plausibility filtering are used, the Location Estimation Error can be reduced significantly. The investigations show that a good performance for precision and availability can also be reached with low infrastructural costs.
引用
收藏
页码:629 / 634
页数:6
相关论文
共 50 条
  • [1] Comparison of CNN Applications for RSSI-Based Fingerprint Indoor Localization
    Sinha, Rashmi Sharan
    Hwang, Seung-Hoon
    [J]. ELECTRONICS, 2019, 8 (09)
  • [2] RSSI-based Bluetooth Indoor Localization
    Wang, Yixin
    Ye, Qiang
    Cheng, Jie
    Wang, Lei
    [J]. 2015 11TH INTERNATIONAL CONFERENCE ON MOBILE AD-HOC AND SENSOR NETWORKS (MSN), 2015, : 165 - 171
  • [3] RSSI-Based Ranging for Pedestrian Localization
    Golestanian, Mehdi
    Lu, Hongsheng
    Poellabauer, Christian
    Kenney, John
    [J]. 2018 IEEE 88TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2018,
  • [4] Robust Training for RSSI-based Localization
    Fuehrling, Niclas
    Rou, Hyeon Seok
    de Abreu, Giuseppe Thadeu Freitas
    Gonzalez, David G.
    Gonsa, Osvaldo
    [J]. 2023 IEEE 9TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING, CAMSAP, 2023, : 326 - 330
  • [5] RSSI-based Localization in Cellular Networks
    Wang, Lei
    Zawodniok, Maciej
    [J]. PROCEEDINGS OF THE 37TH ANNUAL IEEE CONFERENCE ON LOCAL COMPUTER NETWORKS WORKSHOPS (LCN 2012), 2012, : 820 - 826
  • [6] RSSI-Based Smooth Localization for Indoor Environment
    Wang, Yujian
    Zhao, Bin
    Jiang, Zhaohui
    [J]. SCIENTIFIC WORLD JOURNAL, 2014,
  • [7] RSSI-Based Indoor Localization With the Internet of Things
    Sadowski, Sebastian
    Spachos, Petros
    [J]. IEEE ACCESS, 2018, 6 : 30149 - 30161
  • [8] RSSI-Based Localization Using LoRaWAN Technology
    Kwasme, Hussein
    Ekin, Sabit
    [J]. IEEE ACCESS, 2019, 7 : 99856 - 99866
  • [9] RSSI-based Electromagnetic Propagation in Industrial Environments
    Machedon-Pisu, Mihai
    Morariu, Gheorghe
    Sandu, Florin
    [J]. 2014 ROEDUNET CONFERENCE 13TH EDITION: NETWORKING IN EDUCATION AND RESEARCH JOINT EVENT RENAM 8TH CONFERENCE, 2014,
  • [10] The Design and Implementation of a RSSI-Based Localization System
    Zhang, Yunchun
    Fang, Zhiyi
    Li, Ruixue
    Hu, Wenpeng
    [J]. 2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8, 2009, : 3536 - 3539