Title :
A new robust quadratic constraint beamforming against array steering vector errors
Author :
Jiang, Biao ; Sun, Changyu ; Zhu, Ye
Author_Institution :
Inst. of Acoust., Chinese Acad. of Sci., Beijing, China
Abstract :
A new robust adaptive beamforming based on quadratic constraint is presented; it is a robust extension of Capon´s minimum variance distortionless response (MVDR) beamforming algorithm. The quadratic constraint is added to the weighted least squared error between the desired and the actual beam patterns over a small region near the array steering direction, which makes the array less sensitive to steering vector errors and nonstationary data snapshots. Thus, robustness is achieved. Furthermore, a computationally efficient data dependent approach based on eigenvalue decomposition is proposed to determine the robust control parameter in this algorithm properly; computer simulations and sonar experimental data indicate that this method is effective and applicable in practice.
Keywords :
array signal processing; beam steering; direction-of-arrival estimation; eigenvalues and eigenfunctions; least squares approximations; stability; DOA estimation; adaptive beamforming; array steering vector errors; beam patterns; data dependent approach; eigenvalue decomposition; minimum variance distortionless response; nonstationary data snapshots; robust quadratic constraint beamforming; weighted least squared error; Array signal processing; Computer errors; Eigenvalues and eigenfunctions; Ellipsoids; Interference; Robust control; Robustness; Signal processing; Sonar; Sun;
Conference_Titel :
Communications, Circuits and Systems, 2004. ICCCAS 2004. 2004 International Conference on
Print_ISBN :
0-7803-8647-7
DOI :
10.1109/ICCCAS.2004.1346292