Title :
An efficient scheme for broadband adaptive beamforming
Author :
Weiss, Stephan ; Stewart, Robert W. ; Schabert, M. ; Proudler, Ian K. ; Hoffman, Michael W.
Author_Institution :
Dept. of Electron. & Comput. Sci., Southampton Univ., UK
Abstract :
This paper introduces an oversampled subband approach to linearly constrained minimum variance adaptive broadband beamforming. This method is motivated by the considerable reduction in computation over fullband implementation and resulting large computational complexity when fullband beamformers with high spatial and spectral resolution are required. We present the proposed subband adaptive beamformer structure, discuss the advantages and limitations of it, and comment on the correct projection of the constraints in the subband domain. In a simulation, the proposed subband structure is compared to a fullband adaptive beamformer, highlighting the benefit of our method.
Keywords :
adaptive filters; adaptive signal processing; array signal processing; channel bank filters; computational complexity; filtering theory; signal resolution; signal sampling; broadband adaptive beamforming; computational complexity; fullband adaptive beamformer; generalised sidelobe canceller; high spatial resolution; high spectral resolution; linearly constrained broadband beamforming; minimum variance adaptive beamforming; oversampled filter banks; oversampled subband adaptive filtering; oversampled subband approach; simulation; subband adaptive beamformer; Array signal processing; Artificial intelligence; Computational modeling; Covariance matrix; Finite impulse response filter; Matrix decomposition; Propagation delay; Sensor arrays; Signal processing; Spatial resolution;
Conference_Titel :
Signals, Systems, and Computers, 1999. Conference Record of the Thirty-Third Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5700-0
DOI :
10.1109/ACSSC.1999.832379