Propagator method and triangular factorization for source bearing estimation of coherent sources

被引:0
|
作者
Naragbi-Pour, Mort [1 ]
Tayem, Nizar [1 ]
机构
[1] Louisiana State Univ, Dept Elect & Comp Engn, Baton Rouge, LA 70803 USA
关键词
angle of arrival estimation; uniform linear array; factorization; propagator method; orthogonal projection; Matrix Pencil method;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Several works in the area of angle of arrival (AOA) estimation show that the linear methods such as the propagator method have much lower computational complexity than methods such as MUSIC and Matrix Pencil which are based on eigenvalue decomposition (EVD) or singular value decomposition (SVD) techniques. In this paper, we first present a novel method for constructing a Toeplitz data matrix from a single snapshot whose rank is not affected if the sources are coherent or non-coherent Next, we propose two methods which can rapidly estimate the AOAs of incident signals without requiring SVD or EVD even in the case of coherent signals and a single snapshot These are: (1) Toeplitz orthogonal projection propagator method (TOP-PAD and (2) Toeplitz orthogonal projection rank revealing QR factorization (TOP-RRQR). The simulation results verify that the proposed methods provide better performance than the well known Matrix Pencil method with less computational complexity.
引用
收藏
页码:2380 / 2385
页数:6
相关论文
共 50 条
  • [31] SURE: SimUltaneous Root Extraction Method for DOA Estimation of Coherent Sources by ULA
    Ichige, Koichi
    Li, Hanyang
    Arai, Hiroyuki
    2012 IEEE 7TH SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), 2012, : 293 - 296
  • [32] Super-resolution method for coherent DOA estimation of multiple wideband sources
    Jirhandeh, Milad Javadzadeh
    Kahaei, Mohammad Hossein
    SIGNAL PROCESSING, 2021, 189
  • [33] Efficient Direction Estimation of Both Coherent and Uncorrelated Sources Without Prior Knowledge of Source Count
    Zhang, Li
    Veerendra, D.
    Nagabushanam, M.
    Babu, B. Ravindra
    Singh, Abha
    IEEE SENSORS JOURNAL, 2023, 23 (18) : 21739 - 21746
  • [34] A-CRNN-Based Method for Coherent DOA Estimation with Unknown Source Number
    Yao, Yuanyuan
    Lei, Hong
    He, Wenjing
    SENSORS, 2020, 20 (08)
  • [35] Novel method of ordinal bearing estimation for more sources based on oblique projector
    Sun Wei~(1
    2.Aviation Equipment Academy
    JournalofSystemsEngineeringandElectronics, 2009, 20 (03) : 445 - 449
  • [36] Novel method of ordinal bearing estimation for more sources based on oblique projector
    Sun Wei
    Bai Jianlin
    Wang Kai
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2009, 20 (03) : 445 - 449
  • [37] 2-D DOA estimation with propagator method for correlated sources under unknown symmetric Toeplitz noise
    Tayem, N
    Kwon, HM
    VTC2005-SPRING: 2005 IEEE 61ST VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-5, PROCEEDINGS, 2005, : 1 - 5
  • [38] Computationally efficient two-dimensional direction-of-arrival estimation of electromagnetic sources using the propagator method
    He, J.
    Liu, Z.
    IET RADAR SONAR AND NAVIGATION, 2009, 3 (05): : 437 - 448
  • [39] BUMP TRIANGULAR DYNAMIC FACTORIZATION ALGORITHM FOR THE SIMPLEX-METHOD
    MCBRIDE, RD
    MATHEMATICAL PROGRAMMING, 1980, 18 (01) : 49 - 61
  • [40] Novel Intrusion Detection Method based on Triangular Matrix Factorization
    Qi Yingchun
    Niu Ling
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2016, 10 (07): : 249 - 258