Title :
Adaptive beamforming with sidelobe control: a second-order cone programming approach
Author :
Liu, Jing ; Gershman, Alex B. ; Luo, Zhi-Quan ; Kon Max Wong
Author_Institution :
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, Ont., Canada
Abstract :
A new approach to adaptive beamforming with sidelobe control is developed. The proposed beamformer represents a modification of the popular minimum variance distortionless response (MVDR) beamformer. It minimizes the array output power while maintaining the distortionless response in the direction of the desired signal and a sidelobe level that is strictly guaranteed to be lower than some given (prescribed) threshold value. The resulting modified MVDR problem is shown to be convex, and its second-order cone (SOC) formulation is obtained that facilitates a computationally efficient way to implement our beamformer using the interior point method.
Keywords :
array signal processing; minimisation; adaptive beamforming; array output power minimization; convex problem; interior point method; minimum variance distortionless response beamformer; second-order cone programming; sidelobe control; Adaptive arrays; Adaptive control; Array signal processing; Distortion; Geophysics computing; Microphone arrays; Power generation; Programmable control; Sensor arrays; Signal processing;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2003.817852