Title :
A Computationally Efficient Procedure for the Design of Robust Broadband Beamformers
Author :
Crocco, Marco ; Trucco, Andrea
Author_Institution :
Dept. of Biophys. & Electron. Eng. (DIBE), Univ. of Genoa, Genoa, Italy
Abstract :
Broadband beamformers using superdirective arrays are sensitive to errors in the sensor characteristics. Recently, a method that considers the probability distributions of errors to synthesize a robust optimal beamformer has been proposed. Unfortunately, the entire synthesis process may become unacceptably long due to the computational burden of the cost function. Here, we present an alternative procedure for computing the same cost function, drastically reducing such a problem.
Keywords :
antenna arrays; array signal processing; broadband antennas; error statistics; statistical distributions; beamforming robustness; broadband beamformer; errors; probability distributions; superdirective arrays; Array signal processing; Cost function; Digital filters; Finite impulse response filter; Frequency; Microphone arrays; Optimization methods; Robustness; Sensor arrays; Sensor phenomena and characterization; Beamforming robustness; broadband beamforming; filter-and-sum beamforming; frequency-invariant beam pattern; microphone arrays; superdirective arrays;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2010.2053710