Robust widely linear beamforming method for non-circular signals. Issue 15 (13th October 2022)

• Record Type: Journal Article
• Authors: Meng, Zhen; Liu, Changdi; Dong, Shijian; Shi, Xiasheng
• Is Part Of: Journal of electromagnetic waves and applications. Volume 36:Issue 15(2022)
• Page Start: 2089
• Page End: 2103
• Publication Date: 2022-10-13
• Subjects: Robust widely linear beamforming -- non-circular signal -- extended steering vector -- augmented covariance matrix -- augmented weight vector; Electromagnetic waves -- Periodicals; Electromagnetic devices -- Periodicals; 621.3
• DOI: 10.1080/09205071.2022.2060762
• Languages: English
• ISSNs: 0920-5071

Abstract

Abstract : Widely linear beamforming is known to outperform the conventional adaptive beamforming by fully employing the non-circularity of non-circular signals. In this paper, a robust widely linear beamformer (WLB) is proposed to achieve satisfactory output and robustness in low computational complexity. The augmented signal-of-interest (SOI) covariance matrix is built by performing integration over SOI angular sector. The principal eigenvector of the augmented SOI covariance matrix is taken as the SOI extended steering vector. The received signal vector is projected into the interference-plus-noise subspace to remove the SOI component and derive the augmented interference covariance matrix. The augmented noise covariance matrix is added to the derived augmented interference covariance matrix so that the augmented interference-plus-noise covariance matrix can be reconstructed. The proposed WLB possesses lower computational complexity than the state-of-the-art WLBs due to the avoidance of convex optimization programming. Numerical simulations illustrate the effectiveness of the proposed WLB.