DOA Estimation Using Modified Covariance Matrix

被引:0
|
作者
Sanudin, Rahmat [1 ]
Noordin, Nurul Hazlina [1 ]
Arslan, Tughrul [1 ]
机构
[1] Univ Edinburgh, Sch Engn, Adv Smart Antenna Technol Res Grp, Edinburgh EH9 3JL, Midlothian, Scotland
关键词
direction of estimation; array gain; covariance matrix; ALGORITHM;
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
This work proposes a new method to estimate direction-of-arrival (DOA) for directional antenna arrays. An obvious modification in the proposed method is the inclusion of changes of array gain in matrix calculation. This method is proposed in order to suit the characteristic of directional antenna array. Computer simulations are performed to verify the performance of the proposed method. Simulations results show that the proposed method significantly improves the estimation resolution up to 10 degrees. The proposed method also improves error of estimation provided that number of snapshots is more than 150, SNR is more than 5dB and signals separation is not more than 13 degrees. In general, the proposed method has outperformed conventional method in DOA estimation for directional antenna array.
引用
下载
收藏
页数:4
相关论文
共 50 条
  • [1] Fast DOA estimation algorithm using pseudo covariance matrix
    Kim, JT
    Han, DS
    57TH IEEE VEHICULAR TECHNOLOGY CONFERENCE, VTC 2003-SPRING, VOLS 1-4, PROCEEDINGS, 2003, : 519 - 523
  • [2] DOA Estimation of Two Correlated Signals Using Covariance Matrix Transformation
    Sang Van Doan
    Kim, Dong-Seong
    2019 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC): ICT CONVERGENCE LEADING THE AUTONOMOUS FUTURE, 2019, : 784 - 788
  • [3] Augmented Covariance Matrix Reconstruction for DOA Estimation Using Difference Coarray
    Zheng, Zhi
    Huang, Yixiao
    Wang, Wen-Qin
    So, Hing Cheung
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 : 5345 - 5358
  • [4] DOA Estimation Method Based on Differential Covariance Matrix
    Zhou, Jie
    Li, Guangjun
    Zheng, Zhi
    JOURNAL OF COMPUTERS, 2013, 8 (04) : 1078 - 1082
  • [5] Underdetermined DOA Estimation Based on Covariance Matrix Reconstruction Using Coprime Array
    Wu, Chenxi
    Zhang, Min
    Wang, Keren
    2017 2ND IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2017, : 671 - 674
  • [6] DoA Estimation Using Neural Network-Based Covariance Matrix Reconstruction
    Barthelme, Andreas
    Utschick, Wolfgang
    IEEE SIGNAL PROCESSING LETTERS, 2021, 28 : 783 - 787
  • [7] A MODIFIED CUMULANT MATRIX FOR DOA ESTIMATION
    CHEN, YH
    LIN, YS
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (11) : 3287 - 3291
  • [8] DOA ESTIMATION BY COVARIANCE MATRIX SPARSE RECONSTRUCTION OF COPRIME ARRAY
    Zhou, Chengwei
    Shi, Zhiguo
    Gu, Yujie
    Goodman, Nathan A.
    2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, : 2369 - 2373
  • [9] Unified analysis of DOA estimation algorithms for covariance matrix transforms
    Gorokhov, A
    Abramovich, Y
    Bohme, JF
    SIGNAL PROCESSING, 1996, 55 (01) : 107 - 115
  • [10] Subarrays Combined Estimation of DOA Based on Covariance Matrix Pretreatment
    Sheng, Xueli
    Liu, Ting
    Yang, Chaoran
    Mu, Mengfei
    Guo, Longxiang
    GLOBAL OCEANS 2020: SINGAPORE - U.S. GULF COAST, 2020,