GNSS Spoofing, Jamming, and Multipath Interference Classification using a Maximum-Likelihood Multi-Tap Multipath Estimator

被引:0
|
作者
Gross, Jason N. [1 ]
Humphreys, Todd E. [2 ]
机构
[1] West Virginia Univ, Nav Lab, Morgantown, WV 26506 USA
[2] Univ Texas Austin, Dept Aerosp Engn & Engn Mech, Austin, TX 78712 USA
关键词
D O I
暂无
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This paper experimentally evaluates the application of existing multipath mitigation technology in conjunction with in-band power monitoring for the purpose of GNSS interference classification. In particular, GNSS interference detection and classification metrics derived from the output of a multiple-correlation tap, maximum-likelihood multipath estimator are jointly used for the alarming the presence of GNSS spoofing, jamming or multipath. This approach is evaluated against the Texas Spoofing Text Battery (TEXBAT) archive (Humphreys et al., 2012), a dozen sets of deep urban multipath recordings, several recordings of wideband jammers at several different power levels, and clean static data recordings. Two detection approaches are proposed and one is shown to be better at discriminating between spoofing and jamming attacks.
引用
收藏
页码:662 / 670
页数:9
相关论文
共 13 条
  • [1] A CONSTRAINED MAXIMUM-LIKELIHOOD APPROACH FOR EFFICIENT MULTIPATH MITIGATION IN GNSS RECEIVERS
    Sahmoudi, M.
    Landry, R. Jr.
    Gagnon, F.
    [J]. 2009 IEEE/SP 15TH WORKSHOP ON STATISTICAL SIGNAL PROCESSING, VOLS 1 AND 2, 2009, : 569 - 572
  • [2] RF Interference Cancellation Based on Multi-tap Delay and Orthogonal Combination in Multipath Channel
    Liu Jiancheng
    Quan Houde
    Li Zhaorui
    Liu Donglin
    Zhao Hongzhi
    [J]. JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2017, 39 (03) : 654 - 661
  • [3] Multipath Estimation in Multicorrelator GNSS Receivers using the Maximum Likelihood Principle
    Blanco-Delgado, Nuria
    Nunes, Fernando D.
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2012, 48 (04) : 3222 - 3233
  • [4] A MAXIMUM-LIKELIHOOD SYNCHRONIZATION SCHEME FOR GPS POSITIONING IN MULTIPATH, INTERFERENCE, AND WEAK SIGNAL ENVIRONMENTS
    Sahmoudi, M.
    Amin, M. G.
    [J]. 2006 IEEE 64TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-6, 2006, : 1859 - 1863
  • [5] Fast Iterative Maximum-Likelihood Algorithm (FIMLA) for multipath mitigation in next generation of GNSS receivers
    Sahmoudi, M.
    Amin, M. G.
    [J]. 2006 FORTIETH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1-5, 2006, : 579 - +
  • [6] A Maximum Likelihood Time Delay Estimator in a Multipath Environment Using Importance Sampling
    Masmoudi, Ahmed
    Bellili, Faouzi
    Affes, Sofiene
    Stephenne, Alex
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (01) : 182 - 193
  • [7] Multipath-Assisted Maximum-Likelihood Indoor Positioning using UWB Signals
    Leitinger, Erik
    Froehle, Markus
    Meissner, Paul
    Witrisal, Klaus
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC), 2014, : 170 - 175
  • [8] IMPROVED RADAR TRACKING USING A MULTIPATH MODEL - MAXIMUM-LIKELIHOOD COMPARED WITH EIGENVECTOR ANALYSIS
    BOSSE, E
    TURNER, RM
    BROOKES, D
    [J]. IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 1994, 141 (04) : 213 - 222
  • [9] Improved maximum-likelihood time delay estimation for GPS positioning in multipath, interference and low SNR environments
    Sahmoudi, M.
    Amin, M. G.
    [J]. 2006 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM, VOLS 1-3, 2006, : 876 - +
  • [10] Maximum-Likelihood Sensor Node Localization Using Received Signal Strength in Multimedia With Multipath Characteristics
    Sahota, Herman
    Kumar, Ratnesh
    [J]. IEEE SYSTEMS JOURNAL, 2018, 12 (01): : 506 - 515