Title :
Adaptive beamforming with sidelobe control using second-order cone programming
Author :
Liu, Jing ; Gershman, Alex B. ; Luo, Zhi-Quan ; Wong, Kon Max
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 technique represents a modification of the popular minimum variance distortionless response (MVDR) beamformer. It minimizes the array output power while keeping the distortionless response in the direction of the desired signal and, at the same time, maintaining a sidelobe level which is strictly guaranteed to be lower than some given (prescribed) value. Multiple quadratic inequality constraints are used outside the mainlobe beampattern area to maintain the prescribed sidelobe level. The resulting modified MVDR problem is shown to be convex and its second-order cone (SOC) formulation is obtained which enables our beamformer to be implemented in a computationally efficient way using the interior point method.
Keywords :
array signal processing; minimisation; MVDR beamformer; adaptive beamforming; array output power minimization; interior point method; minimum variance distortionless response beamformer; second-order cone programming; sidelobe control; spatial filtering; Adaptive arrays; Adaptive control; Array signal processing; Communication system control; Geophysics computing; Interference; Microphone arrays; Power generation; Programmable control; Sensor arrays;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
Print_ISBN :
0-7803-7551-3
DOI :
10.1109/SAM.2002.1191082