DocumentCode
1332924
Title
Robust adaptive beamforming based on iterative implementation of worst-case performance optimisation
Author
Jin, Weiwei ; Jia, W.M. ; Yao, M.L. ; Zhou, S.H.
Author_Institution
Dept. of Electron. & Inf. Eng., Xi´an Res. Inst. of High Technol., Xi´an, China
Volume
48
Issue
22
fYear
2012
Firstpage
1389
Lastpage
1391
Abstract
In the presence of large pointing error, an iterative worst-case performance optimisation based robust beamformer is proposed in a new perspective. Based on the relationship between the optimal weight vector and the steering vector (SV) of the Capon beamformer, the proposed approach can update the estimated desired SV through iterative computations with a small uncertainty set, and does not need any reformulation of the optimisation problem. Simulation results show that the proposed iterative approach outperforms the beamformers with large uncertainty set in the presence of large pointing error.
Keywords
adaptive signal processing; array signal processing; iterative methods; optimisation; Capon beamformer; iterative computations; iterative implementation; iterative worst-case performance optimisation; large pointing error; optimal weight vector; optimisation problem; robust adaptive beamforming; robust beamformer; small uncertainty set; steering vector;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el.2012.1718
Filename
6352963
Link To Document