Application of weighted projection PM algorithm in estimation of DOA

被引:1
|
作者
Hu, Weiwei [1 ]
Wang, Changming [1 ]
Zhang, Aijun [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Mech Engn, Nanjing 210094, Jiangsu, Peoples R China
关键词
direction of arrival estimation (DOA estimation); PM algorithm; weighted projection; high resolution;
D O I
10.4028/www.scientific.net/AMM.300-301.746
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In order to improve the decreasing resolution ability of Propagator Method (PM) algorithm under the environments like low signal noise ratio and small number of snapshots, a new weighted projection PM algorithm is proposed in this paper. This algorithm orthogonalizes noise subspace to get a new one, gains the signal subspace with the relationship between it and noise subspace, and weights the signal subspace and noise subspace with values gained by projecting integral value of steering vector in the field around the signals to each element of subspace. Simulation results show that the proposed method can keep computation simple, and also can decrease signal noise ratio threshold and snapshots threshold, so it has the better resolution ability and higher precision in snapshot deficient and low signal noise ratio scenario.
引用
收藏
页码:746 / 749
页数:4
相关论文
共 50 条
  • [1] A Fast DOA Estimation Algorithm Based on Subspace Projection
    Cai, Jingjing
    Li, Peng
    Zhang, Yinping
    Zhao, Guoqing
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2014, : 199 - 202
  • [2] Weighted Eigenvector-Based Unsupervised DOA Estimation Algorithm
    Ji, Changpeng
    Zuo, Yongji
    Jia, Chunxia
    Dai, Wei
    Shi, Lin
    [J]. Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2023, 46 (05): : 80 - 86
  • [3] DOA Estimation Algorithm of Mixed Signals Based on Oblique Projection Operator
    She, Li-Huang
    Zhang, Jian-Yu
    Zhang, Shi
    [J]. Dongbei Daxue Xuebao/Journal of Northeastern University, 2023, 44 (10): : 1401 - 1407
  • [4] Oblique Projection DOA Estimation Algorithm Based on Spatial Polarization Characteristics
    Qu, Mingchao
    Si, Weijian
    Liu, Ruizhi
    [J]. IEEE SENSORS JOURNAL, 2024, 24 (07) : 10809 - 10823
  • [5] Doubly Weighted Average Algorithm for DOA Estimation on UCA with Array Failure
    Shi, Guixin
    Yan, Shefeng
    Wu, Yongqing
    Wei, Mingyang
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2016,
  • [6] A sparse recovery algorithm for DOA estimation using weighted subspace fitting
    Hu, Nan
    Ye, Zhongfu
    Xu, Dongyang
    Cao, Shenghong
    [J]. SIGNAL PROCESSING, 2012, 92 (10) : 2566 - 2570
  • [7] Weighted Subspace Fitting DOA Estimation Based on Shuffled Frog Leaping Algorithm
    Zhang, Zhicheng
    Yu, Xiaohui
    Sun, Haixin
    [J]. INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 1049 - +
  • [8] DOA Estimation Using SVDSPM Method Based on Weighted Immune Genetic Algorithm
    Niu, Yilong
    Chen, Zhifei
    Sun, Jincai
    Wang, Yi
    [J]. PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 52 - +
  • [9] Iterative reweighted proximal projection based DOA estimation algorithm for monostatic MIMO radar
    Chen, Jinli
    Zheng, Yao
    Zhang, Tingxiao
    Chen, Suhua
    Li, Jiaqiang
    [J]. SIGNAL PROCESSING, 2020, 172
  • [10] DOA Estimation with Non-Circular Reduced Dimension PM Algorithm for linear array
    Zheng Wang
    Lv Weihua
    Zhang Xiaofei
    [J]. PROCEEDINGS OF THE 2015 4TH NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING ( NCEECE 2015), 2016, 47 : 1531 - 1535