4.7 Article

Flexible Robust Adaptive Beamforming Method With Null Widening

期刊

IEEE SENSORS JOURNAL
卷 21, 期 9, 页码 10579-10586

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSEN.2021.3060510

关键词

Covariance matrices; Interference; Array signal processing; Telecommunications; Sensor phenomena and characterization; Symmetric matrices; Sensor arrays; Subspace extraction; null widening; covariance matrix taper (CMT); adaptive beamforming

资金

  1. National Natural Science Foundation of China [61801445, 61801233, 61901230]
  2. Natural Science Foundation of Jiangsu Province [BK20170911]
  3. NUPTSF [NY219011]

向作者/读者索取更多资源

The nonstationarity of interferences and array errors can significantly degrade the interference cancellation performance of an adaptive beamformer. Covariance matrix tapering (CMT) can create wide troughs in the receiving pattern and is a promising solution. However, the need for symmetrical and equivalent-width nulls in adaptive patterns is often unnecessary, as different interferences are unlikely to have the same nonstationarity. This paper proposes a flexible method for null widening that can produce wide null with different desired width and asymmetry, which is based on spatial asymmetrical interference cluster and different tapering matrices.
The nonstationarity of interferences and array errors may bring fatal degradation to the interference cancellation performance of an adaptive beamformer. Covariance matrix tapering (CMT) can produce wide troughs in receiving pattern and becomes a promising solution. However, not only the full adaption methods but also the robust sidelobe canceller widen all nulls symmetrically to the original directions of arrival (DOAs) with the same width. In fact, in most cases, the adaptive pattern does not need symmetrical and equivalent-width nulls since it is of little possibility that different interference poses the same nonstationarity. To cover the worst nonstationarity, traditional CMT methods need to produce a widest null and will suffer a waste of degrees of freedom (DOFs). In this paper, a flexible method for null widening is proposed which can produce wide null with different desired width and asymmetry. The asymmetry is developed from the spatial asymmetrical interference cluster, and the unequal null width is produced by disturbing different interference space with different tapering matrix. Computer simulation result corroborate the feasibility and merits of the proposed method.

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