Robust localization in wireless networks from corrupted signals

被引:0
|
作者
Muhammad Osama
Dave Zachariah
Satyam Dwivedi
Petre Stoica
机构
[1] Uppsala University,Division of System and Control, Department of Information Technology
[2] Ericsson Research,undefined
来源
EURASIP Journal on Advances in Signal Processing | / 2021卷
关键词
Localization; Robustness; Wireless networks; Time-of-arrival; Time-difference-of-arrival;
D O I
暂无
中图分类号
学科分类号
摘要
We address the problem of timing-based localization in wireless networks, when an unknown fraction of data is corrupted by non-ideal propagation conditions. While timing-based techniques can enable accurate localization, they are sensitive to corrupted data. We develop a robust method that is applicable to a range of localization techniques, including time-of-arrival, time-difference-of-arrival and time-difference in schedule-based transmissions. The method is distribution-free, is computationally efficient and requires only an upper bound on the fraction of corrupted data, thus obviating distributional assumptions on the corrupting noise. The robustness of the method is demonstrated in numerical experiments.
引用
收藏
相关论文
共 50 条
  • [21] Lightweight Robust Device-Free Localization in Wireless Networks
    Wang, Jie
    Gao, Qinghua
    Cheng, Peng
    Yu, Yan
    Xin, Kefei
    Wang, Hongyu
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (10) : 5681 - 5689
  • [22] Iterative Localization of Wireless Sensor Networks: An Accurate and Robust Approach
    Xiao, Qingjun
    Xiao, Bin
    Bu, Kai
    Cao, Jiannong
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2014, 22 (02) : 608 - 621
  • [23] Robust TDOA Localization Algorithm for Asynchronous Wireless Sensor Networks
    Xiong, Hui
    Chen, Zhiyuan
    An, Wei
    Yang, Beiya
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,
  • [24] Robust Multihop Localization for Wireless Sensor Networks with Unreliable Beacons
    Feng, Renjian
    Guo, Xiaolei
    Yu, Ning
    Wan, Jiangwen
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2012,
  • [25] Robust Node Localization with Intrusion Detection for Wireless Sensor Networks
    Punithavathi, R.
    Selvi, R. Thanga
    Latha, R.
    Kadiravan, G.
    Srikanth, V
    Shukla, Neeraj Kumar
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 33 (01): : 143 - 156
  • [26] Robust time delay estimation for noise corrupted sinusoidal signals
    Cheepurupalli, Kusma Kumari
    Konduri, Raja Rajeswari
    2013 INTERNATIONAL CONFERENCE ON MULTIMEDIA, SIGNAL PROCESSING AND COMMUNICATION TECHNOLOGIES (IMPACT), 2013, : 145 - 149
  • [27] Missing and Corrupted Data Recovery in Wireless Sensor Networks Based on Weighted Robust Principal Component Analysis
    He, Jingfei
    Li, Yunpei
    Zhang, Xiaoyue
    Li, Jianwei
    SENSORS, 2022, 22 (05)
  • [28] Robust Range-based Secure Localization in Wireless Sensor Networks
    Mukhopadhyay, Bodhibrata
    Srirangarajan, Seshan
    Kar, Subrat
    2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018,
  • [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] A Robust Localization Framework to Handle Noisy Measurements in Wireless Sensor Networks
    Erten, Cesim
    Karatas, Oemer
    2009 24TH INTERNATIONAL SYMPOSIUM ON COMPUTER AND INFORMATION SCIENCES, 2009, : 707 - +