Accurate Indoor Localization with UWB Wireless Sensor Networks

被引:22
|
作者
Monica, Stefania [1 ]
Ferrari, Gianluigi [1 ]
机构
[1] Univ Parma, Wireless Ad Hoc & Sensor Networks Lab, Dept Informat Engn, I-43124 Parma, Italy
关键词
Wireless Sensor Newtorks (WSNs); Indoor Localization; Ultra Wide Band (UWB);
D O I
10.1109/WETICE.2014.41
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Wireless Sensor Networks (WSNs) consist of a collection of spatially distributed radio transceivers with attached sensors that can measure and gather information from the environment. In this paper, we focus on the application of WSNs to indoor localization and, for this purpose, we propose the use of a Ultra Wide Band (UWB) WSN. The use of UWB signals guarantees robust performance in dense multipath environments, making them an attractive choice for indoor localization. In this paper, we discuss on different localization strategies: first classic geometric approaches are considered; then the mathematical framework is re-interpreted as an optimization problem. In the latter context, we propose the use of Particle Swarm Optimization (PSO) in particular, which can overcome limitations of classic (geometric) approaches.
引用
收藏
页码:287 / 289
页数:3
相关论文
共 50 条
  • [21] Bayesian filtering for indoor localization and tracking in wireless sensor networks
    Anup Dhital
    Pau Closas
    Carles Fernández-Prades
    EURASIP Journal on Wireless Communications and Networking, 2012
  • [22] Voronoi Diagram based Indoor Localization in Wireless Sensor Networks
    He, Chunrong
    Guo, Songtao
    Yang, Yuanyuan
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 3269 - 3274
  • [23] Bayesian Filters for Indoor Localization using Wireless Sensor Networks
    Dhital, Anup
    Closas, Pau
    Fernandez-Prades, Carles
    2010 5TH ESA WORKSHOP ON SATELLITE NAVIGATION TECHNOLOGIES AND EUROPEAN WORKSHOP ON GNSS SIGNALS AND SIGNAL PROCESSING (NAVITEC), 2010,
  • [24] SVM-Based Indoor Localization in Wireless Sensor Networks
    Chriki, Amira
    Touati, Haifa
    Snoussi, Hichem
    2017 13TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2017, : 1144 - 1149
  • [25] A RSSI Localization Algorithm and Implementation for Indoor Wireless Sensor Networks
    Wu, Yinfeng
    Li, Ligong
    Ren, Yongji
    Yi, Kefu
    Yu, Ning
    AD HOC & SENSOR WIRELESS NETWORKS, 2014, 22 (3-4) : 309 - 337
  • [26] Considerations in the Design of Indoor Localization Systems for Wireless Sensor Networks
    Robles, Jorge Juan
    ENERGY- AWARE COMMUNICATIONS, 2011, 6955 : 43 - 53
  • [27] Experimental Evaluation of Indoor Localization Using Wireless Sensor Networks
    Maddumabandara, Achintha
    Leung, Henry
    Liu, Minxiang
    IEEE SENSORS JOURNAL, 2015, 15 (09) : 5228 - 5237
  • [28] Bayesian filtering for indoor localization and tracking in wireless sensor networks
    Dhital, Anup
    Closas, Pau
    Fernandez-Prades, Carles
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2012, : 1 - 13
  • [29] Robust Localization Protocols and Algorithms in Wireless Sensor Networks Using UWB
    Wu, Di
    Bao, Lichun
    Li, Renfa
    AD HOC & SENSOR WIRELESS NETWORKS, 2011, 11 (3-4) : 219 - 243
  • [30] Asymptotic Gradient Clock Synchronization in Wireless Sensor Networks for UWB Localization
    Senevirathna, Nushen M.
    De Silva, Oscar
    Mann, George K., I
    Gosine, Raymond G.
    IEEE SENSORS JOURNAL, 2022, 22 (24) : 24578 - 24592