Picture of two heads

Open Access research that challenges the mind...

The Strathprints institutional repository is a digital archive of University of Strathclyde research outputs. Strathprints provides access to thousands of Open Access research papers by University of Strathclyde researchers, including those from the School of Psychological Sciences & Health - but also papers by researchers based within the Faculties of Science, Engineering, Humanities & Social Sciences, and from the Strathclyde Business School.

Discover more...

A generalised sidelobe canceller architecture based on oversampled subband decompositions

Weiss, Stephan and Wei, Liu and Stewart, Robert (2000) A generalised sidelobe canceller architecture based on oversampled subband decompositions. In: 5th International Conference on Mathematics in Signal Processing, 2000-12-18 - 2000-12-20.

[img]
Preview
PDF
weiss00d.pdf - Accepted Author Manuscript

Download (179kB) | Preview

Abstract

Adaptive broadband beamforming can be performed in oversampled subband signals, whereby an independent beamformer is operated in each frequency band. This has been shown to result in a considerably reduced computational complexity. In this paper, we primarily investigate the convergence behaviour of the generalised sidelobe canceller (GSC) based on normalised least mean squares algorithm (NLMS) when operated in subbands. The minimum mean squared error can be limited, amongst other factors, by the aliasing present in the subbands. With regard to convergence speed, there is strong indication that the subband-GSC converges faster than a fullband counterpart of similar modelling capabilities. Simulations are presented.