PERFORMANCE ANALYSIS OF THE STATE-SPACE REALIZATION (TAM) AND ESPRIT ALGORITHMS FOR DOA ESTIMATION

被引:32
|
作者
LI, F
VACCARO, RJ
TUFTS, DW
机构
[1] Department of Electrical Engineering, University of Rhode Island, Kingston
关键词
D O I
10.1109/8.76345
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
A performance analysis of signal subspace-based algorithms for directions-of-arrival (DOA) estimation involving multiple signal arrivals in array signal processing is presented. Following our previous analyses of orthogonal subspace based algorithms (MUSIC and Min-Norm), an analytical expression of the variance of the DOA estimation-error is developed here for signal subspace based algorithms (state-space realization (SSR) (TAM) and ESPRIT). Simulation results verify the analysis.
引用
收藏
页码:418 / 423
页数:6
相关论文
共 50 条
  • [1] Performance analysis of ESPRIT, TLS-ESPRIT and Unitary-ESPRIT algorithms for DOA estimation in a W-CDMA mobile system
    AlMidfa, K
    Tsoulos, GV
    Nix, A
    FIRST INTERNATIONAL CONFERENCE ON 3G MOBILE COMMUNICATION TECHNOLOGIES, 2000, (471): : 200 - 203
  • [2] Performance Comparision of MUSIC and ESPRIT Algorithms in Presence of Coherent Signals for DoA Estimation
    Vikas, B.
    Vakula, D.
    2017 INTERNATIONAL CONFERENCE OF ELECTRONICS, COMMUNICATION AND AEROSPACE TECHNOLOGY (ICECA), VOL 2, 2017, : 403 - 405
  • [3] ON FREQUENCY-WAVE-NUMBER ESTIMATION BY STATE-SPACE REALIZATION
    FU, L
    VACCARO, RJ
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1991, 38 (07): : 800 - 804
  • [4] Best Performance Analysis of DOA Estimation Algorithms
    Jaafer, Zahraa
    Goli, Salman
    Elameer, Amer S.
    2018 1ST ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION AND SCIENCES (AICIS 2018), 2018, : 235 - 239
  • [5] Wind Turbine State-Space Model, State Estimation and Stabilisation Algorithms
    Rana, M. M.
    Xiang, W.
    Choi, Bong Jun
    2018 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV), 2018, : 1235 - 1240
  • [6] Joint time delay and frequency estimation via state-space realization
    Wu, Y
    So, HC
    Ching, PC
    IEEE SIGNAL PROCESSING LETTERS, 2003, 10 (11) : 339 - 342
  • [7] State-space stochastic volatility models: A review of estimation algorithms
    Capobianco, E
    APPLIED STOCHASTIC MODELS AND DATA ANALYSIS, 1996, 12 (04): : 265 - 279
  • [8] MODIFIED STATE-SPACE FILTER REALIZATION
    MAY, EJP
    MEHDI, HH
    ELECTRONICS LETTERS, 1984, 20 (21) : 862 - 863
  • [9] State-space realization of a describing function
    Giulio Ghirardo
    Bernhard Ćosić
    Matthew P. Juniper
    Jonas P. Moeck
    Nonlinear Dynamics, 2015, 82 : 9 - 28
  • [10] State-space realization of a describing function
    Ghirardo, Giulio
    Cosic, Bernhard
    Juniper, Matthew P.
    Moeck, Jonas P.
    NONLINEAR DYNAMICS, 2015, 82 (1-2) : 9 - 28