Analysis of the Least Squares Approach to Broadband Beamspace Beamforming

被引:0
|
作者
Li, Yuling [1 ]
McLernon, Des [1 ]
Zaidi, Ali [1 ]
机构
[1] Univ Leeds, Sch Elect & Elect Engn, Leeds, W Yorkshire, England
关键词
Beamspace beamforming; frequency invariance; eigendecomposition;
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
In this paper, we present a comprehensive comparison of different structures for broadband beamforming. We focus on both the tapped delay line (TDL) and the least squares (LS), beamspace approaches. Through simulations we confirm the superiority of the beamspace method (i.e., less complex and better frequency invariance). However, its anti-jamming ability is reduced due to non-orthogonal beams. We show how to mitigate this via a reduced rank approximation of the autocorrelation matrix.
引用
收藏
页码:11 / 15
页数:5
相关论文
共 50 条
  • [31] A FUNDAMENTAL APPROACH TO THE CONVERGENCE ANALYSIS OF LEAST-SQUARES ALGORITHMS
    FOGEL, E
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1981, 26 (03) : 646 - 655
  • [32] A LEAST-SQUARES APPROACH TO LINEAR DISCRIMINANT-ANALYSIS
    CROWNOVER, RM
    SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1991, 12 (03): : 595 - 606
  • [33] A least-squares approach to fuzzy linear regression analysis
    D'Urso, P
    Gastaldi, T
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2000, 34 (04) : 427 - 440
  • [34] An Analysis of the Mixed Least Squares-Total Least Squares Problems
    Yang, Zhanshan
    FILOMAT, 2022, 36 (12) : 4195 - 4209
  • [35] FAST UNIT-MODULUS LEAST SQUARES WITH APPLICATIONS IN TRANSMIT BEAMFORMING
    Tranter, John
    Sidiropoulos, Nicholas D.
    Fu, Xiao
    Swami, Ananthram
    2016 24TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2016, : 1378 - 1382
  • [36] EXACT LEAST-SQUARES ADAPTIVE BEAMFORMING USING AN ORTHOGONALIZATION NETWORK
    YUEN, SM
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1991, 27 (02) : 311 - 330
  • [37] Application of the block recursive least squares algorithm to adaptive neural beamforming
    DiClaudio, ED
    Parisi, R
    Orlandi, G
    NEURAL NETWORKS FOR SIGNAL PROCESSING VII, 1997, : 560 - 567
  • [38] Recursive least squares beamforming algorithm based on frequency diverse array
    Feng X.
    Xie J.
    Ge J.
    Yuan J.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 41 (07): : 1468 - 1473
  • [39] Elevation Beamforming with Beamspace Methods for LTE
    Vook, Frederick W.
    Thomas, Timothy A.
    Visotsky, Eugene
    2013 IEEE 24TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2013, : 554 - 558
  • [40] Beamspace Adaptive Beamforming for Ultrasound Imaging
    Nilsen, Carl-Inge Colombo
    Hafizovic, Ines
    IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2009, 56 (10) : 2187 - 2197