东北大学学报(自然科学版) ›› 2003, Vol. 24 ›› Issue (9): 900-902.DOI: -

• 论著 • 上一篇    下一篇

4阶量算法在盲波束形成上的应用

汪晋宽;刘志刚;薛延波;刘福来   

  1. 东北大学信息科学与工程学院;东北大学信息科学与工程学院;东北大学信息科学与工程学院;东北大学信息科学与工程学院 辽宁沈阳 110004
  • 收稿日期:2013-06-24 修回日期:2013-06-24 出版日期:2003-09-15 发布日期:2013-06-24
  • 通讯作者: Liu, Z.-G.
  • 作者简介:-
  • 基金资助:
    教育部科学技术研究重点项目(02085)·

Applications of fourth-order cumulant algorithm to blind beamforming

Wang, Jin-Kuan (1); Liu, Zhi-Gang (1); Xue, Yan-Bo (1); Liu, Fu-Lai (1)   

  1. (1) Sch. of Info. Sci. and Eng., Northeastern Univ., Shenyang 110004, China
  • Received:2013-06-24 Revised:2013-06-24 Online:2003-09-15 Published:2013-06-24
  • Contact: Liu, Z.-G.
  • About author:-
  • Supported by:
    -

摘要: 对波束形成算法性能进行了比较,考虑盲波束形成算法具有不需要阵列流形、到来方向、训练序列以及干扰和噪声的自相关矩阵等先验知识的特点,设计了基于4阶累积量盲波束形成器·由于直接利用入射信号的高阶量统计信息,不仅可以有效地消除高斯噪声的影响,而且可以消除加性非高斯噪声的影响·仿真实验结果证明,与最小方差无畸变响应的波束形成器(MVDR)相比,作者所提出算法适用于多径传播环境,具有收敛速度快,对信噪比的变化有更好的鲁棒性等特点·

关键词: 到来方向, 自适应波束形成, 盲波束形成, 多径传播, 鲁棒性, 高阶量

Abstract: Features of beamforming algorithms were analyzed. Considering blind beamforming algorithms without knowing the array manifold, direction of arrival, training sequence, the correlation matrix including noise and jamming and so on, a blind beamformer based on fourth-order cumulant was designed. Because of making directly use of high-order cumulant statistical information on received signals, both the interferences by Gauss noise and nonGauss noise can be eliminated effectively. The simulation test results show that this algorithm is more adaptable to multipath environment and has advantages of quicker convergence and better robustness to S/N change in comparison with MVDR beamformer.

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