Title :
Wideband robust beamforming based on worst-case performance optimization
Author :
El-Keyi, Amr ; Kirubarajan, Thia ; Gershman, Alex B.
Author_Institution :
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, Ont.
Abstract :
A novel wideband beam former is proposed with robustness against array response errors. The proposed beam former differs from earlier techniques in that its robustness is directly related to the uncertainties in the array manifold while avoiding the suboptimal subband decomposition approach. The wideband robust beamforming problem is formulated as a second-order cone programming (SOCP) convex optimization problem which can be solved efficiently in polynomial time using interior point methods. Simulation results show an improved performance of the proposed beam-former compared to earlier wideband robust beamforming techniques
Keywords :
array signal processing; convex programming; SOCP convex optimization; interior point method; polynomial time; second-order cone programming; wideband beamforming technique; Array signal processing; Delay; Finite impulse response filter; Interference constraints; Optimization; Phased arrays; Robustness; Sensor arrays; Uncertainty; Wideband;
Conference_Titel :
Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on
Conference_Location :
Novosibirsk
Print_ISBN :
0-7803-9403-8
DOI :
10.1109/SSP.2005.1628604