BDS time spoofing detection method based on the dynamic time warping

被引:0
|
作者
Chen, Zhengkun [1 ,2 ]
Liu, Yang [3 ]
Li, Jing [3 ]
Xie, Ting [3 ]
Yuan, Xuelin [3 ]
Zhu, Xiangwei [3 ]
机构
[1] Beijing Inst Tracking & Telecommun Technol, Beijing, Peoples R China
[2] Key Lab Smart Earth, Beijing, Peoples R China
[3] Sun Yat Sen Univ, Sch Elect & Commun Engn, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
BDS; Spoofing detection; Dynamic time warping; Radio determination satellite system; Radio navigation satellite system; Time synchronization attack;
D O I
10.1007/s10291-024-01712-9
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The radio navigation satellite system (RNSS) timing has been widely used in crucial power systems. However, the problem of RNSS service vulnerability to interference and spoofing significantly affects its application. The phasor measurement unit can effectively detect timing spoofing that exceeds the maximum allowable error, but there has been less research on small-offset timing spoofing. We propose a joint timing spoofing detection method of the radio determination satellite system (RDSS) and RNSS in BDS for small-offset timing spoofing. The RDSS service uses an authentication mechanism in the master station, making it challenging to be spoofed, and it has the same time and space references as the RNSS service. We obtain the RNSS and RDSS timing signal counts and performs dynamic time wrapping to measure the similarity metric of two-time series as a detection quantity. Then, the proposed method is verified by actual experiments. The experiment results show that the detection probability of the RDSS-assisted method is significantly higher than that of the method only using the RNSS variance. The detection probability of the proposed method can reach 90% at a false alarm probability of 0.1, which verifies the accuracy and reliability of the proposed method.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] Music Retrieval Based on Rhythm Content and Dynamic Time Warping Method
    Ren, Zhen
    Fan, Chunxiao
    Ming, Yue
    [J]. PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016), 2016, : 989 - 992
  • [32] Movement Classification based on Acceleration Spectrogram with Dynamic Time Warping Method
    Noh, Byeongjoon
    Cha, KeumGang
    Chang, Seongju
    [J]. 2017 18TH IEEE INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (IEEE MDM 2017), 2017, : 397 - 400
  • [33] Dynamic Dynamic Time Warping
    Bringmann, Karl
    Fischer, Nick
    van der Hoog, Ivor
    Kipouridis, Evangelos
    Kociumaka, Tomasz
    Rotenberg, Eva
    [J]. PROCEEDINGS OF THE 2024 ANNUAL ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS, SODA, 2024, : 208 - 242
  • [34] The query by humming method based on cluster analysis and dynamic time warping
    Li, Menglu
    Zhao, Zhijun
    Shi, Ping
    [J]. INFORMATION TECHNOLOGY, 2015, : 399 - 403
  • [35] Correlation based dynamic time warping of multivariate time series
    Banko, Zoltan
    Abonyi, Janos
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (17) : 12814 - 12823
  • [36] A novel change detection method using remotely sensed image time series value and shape based dynamic time warping
    Xing, Huaqiao
    Zhu, Linye
    Chen, Bingyao
    Zhang, Liguo
    Hou, Dongyang
    Fang, Wenbo
    [J]. GEOCARTO INTERNATIONAL, 2022, 37 (25) : 9607 - 9624
  • [37] Multivariate Time Series Data Clustering Method Based on Dynamic Time Warping and Affinity Propagation
    Wan, Xiaoji
    Li, Hailin
    Zhang, Liping
    Wu, Yenchun Jim
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [38] Research on Correlation Analysis Method of Time Series Features Based on Dynamic Time Warping Algorithm
    Liu, Yiming
    Guo, Huadong
    Zhang, Lu
    Liang, Dong
    Zhu, Qi
    Liu, Xuting
    Lv, Zhuoran
    Dou, Xinyu
    Gou, Yiting
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
  • [39] Denial of service detection using dynamic time warping
    Diab, Diab M.
    AsSadhan, Basil
    Binsalleeh, Hamad
    Lambotharan, Sangarapillai
    Kyriakopoulos, Konstantinos G.
    Ghafir, Ibrahim
    [J]. INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT, 2021, 31 (06)
  • [40] Indian Accent Detection using Dynamic Time Warping
    Joseph, Jerin
    Upadhya, Savitha S.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON POWER, CONTROL, SIGNALS AND INSTRUMENTATION ENGINEERING (ICPCSI), 2017, : 2814 - 2817