Volume 49 Issue 3
Mar.  2023
Turn off MathJax
Article Contents
LYU Y,CAO F. Robust beamforming based on linear constraint minimum variance algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(3):617-624 (in Chinese) doi: 10.13700/j.bh.1001-5965.2021.0280
Citation: LYU Y,CAO F. Robust beamforming based on linear constraint minimum variance algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(3):617-624 (in Chinese) doi: 10.13700/j.bh.1001-5965.2021.0280

Robust beamforming based on linear constraint minimum variance algorithm

doi: 10.13700/j.bh.1001-5965.2021.0280
More Information
  • Corresponding author: E-mail:caofei101@126.com
  • Received Date: 28 May 2021
  • Accepted Date: 29 Aug 2021
  • Available Online: 02 Jun 2023
  • Publish Date: 14 Sep 2021
  • In order to solve the problem of estimation mismatch of the direction of arrival (DOA) in the beamforming of planar antenna arrays, a method of adding linear constraints near the direction of the signal of interest (SOI) is used to improve the robustness of beamforming. In addition, to address the problem that adding linear constraints will lead to a reduction in the degree of freedom of the algorithm, taking the uniform linear array as an example, a blocking matrix pre-selection link is added to the generalized sidelobe cancellation (GSC) model. By properly addressing the degrees of freedom loss brought on by the addition of linear constraints, the new approach increases resilience while preserving the original degree of freedom. Finally, the effectiveness of the proposed algorithm is verified by experimental results.

     

  • loading
  • [1]
    WEI Z, LI X, WANG B, et al. An efficient super-resolution DOA estimator based on grid learning[J]. Radio Engineering, 2019, 28(4): 785-792.
    [2]
    YANG X P, LI S, SUN Y, et al. Robust wideband adaptive beamforming with null broadening and constant beamwidth[J]. IEEE Transactions on Antennas and Propagation, 2019, 67(8): 5380-5389. doi: 10.1109/TAP.2019.2916607
    [3]
    AKBAR S, RAJA M A Z, ZAMAN F, et al. Design of bio-inspired heuristic techniques hybridized with sequential quadratic programming for joint parameters estimation of electromagnetic plane waves[J]. Wireless Personal Communications, 2017, 96: 1475-1494. doi: 10.1007/s11277-017-4251-y
    [4]
    TALISA S H, OHAVER K W, COMBERIATE T M, et al. Benefits of digital phased array radars[J]. Proceedings of the IEEE, 2016, 104(3): 530-543. doi: 10.1109/JPROC.2016.2515842
    [5]
    SCHULDT C. Trigonometric interpolation beamforming for a circular microphone array[C]//IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE Press, 2019: 431-435.
    [6]
    SHERSON T, KLEIJN W B, HEUSDENS R. A distributed algorithm for robust LCMV beamforming[C]//IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE Press, 2016: 101-105.
    [7]
    KHAN M, MALIK A N, ZAMAN F, et al. Robust LCMV beamformer for direction of arrival mismatch without beam broadening[J]. Wireless Personal Communications, 2019, 104: 21-36. doi: 10.1007/s11277-018-6006-9
    [8]
    CAMELLIA D, SIEH K T. Performance comparison of FA, PSO and CS application in SINR optimisation for LCMV beamforming technique[J]. Wireless Personal Communications, 2018, 103: 2177-2195.
    [9]
    WANG W, WU R. A novel diagonal loading method for robust adaptive beamforming[J]. Progress in Electromagnetics Research C, 2011, 18: 245-255. doi: 10.2528/PIERC10091803
    [10]
    VOROBYOV S A, GERSHMAN A B, LUO Z Q. Robust adaptive beamforming using worst-case performance optimization: A solution to the signal mismatch problem[J]. IEEE Transactions on Signal Processing, 2003, 51(2): 313-324. doi: 10.1109/TSP.2002.806865
    [11]
    王博, 谢军伟, 张晶, 等. 基于SD-LCMV算法的FDA平台外干扰抑制[J]. 北京航空航天大学学报, 2019, 45(11): 2247-2256. doi: 10.13700/j.bh.1001-5965.2019.0140

    WANG B, XIE J W, ZHANG J, et al. FDA platform external interference suppression based on SD-LCMV algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics, 2019, 45(11): 2247-2256(in Chinese). doi: 10.13700/j.bh.1001-5965.2019.0140
    [12]
    王永良, 丁前军, 李荣峰. 自适应阵列处理[M]. 北京: 清华大学出版社, 2009: 44-47.

    WANG Y L, DING Q J, LI R F. Adaptive array processing[M]. Beijing: Tsinghua University Press, 2009: 44-47(in Chinese).
    [13]
    WANG P, SHI Y, JIANG J, et al. Generalized sidelobe canceller for ultrasound imaging based on eigenvalue decomposition[J]. Acoustical Physics, 2019, 65(1): 123-131. doi: 10.1134/S1063771019010159
    [14]
    QIN Y H, LIU Y M, LIU J Y, et al. Underdetermined wideband doa estimation for off-grid sources with coprime array using sparse bayesian learning[J]. Sensors, 2018, 18(1): 253-263.
    [15]
    YUAN J W, ZHANG G, LIU W B, et al. Off-grid sparse DOA estimation based iterative reweighted linear interpolation in spatial coloured noise[J]. Electronics Letters, 2020, 56(11): 573-575. doi: 10.1049/el.2020.0381
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(16)  / Tables(1)

    Article Metrics

    Article views(341) PDF downloads(44) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return