DocumentCode :
2436179
Title :
Array processing of underwater acoustic sensors using weighted Fourier integral method
Author :
Solomon, I.S.D. ; Knight, A.J.
Author_Institution :
Defence Sci. & Technol. Organ., Salisbury, SA, Australia
fYear :
2000
fDate :
2000
Firstpage :
707
Lastpage :
711
Abstract :
The spatial processing of platform-mounted acoustic sensors is complicated by platform generated noise. The weighted Fourier integral method (WFIM) beamformer has been shown to perform well in such cases, by reducing this coloured noise which is received by the sensors. In this paper, WFIM is modified by using maximum likelihood estimates of the spatial correlation lags. The proposed technique exploits the work of Burg et al. (Proc. IEEE, vol.70, no.9, Sept. 1982, pp.963-74) and estimates these lags for a sparse redundant linear array of hydrophones. The results obtained illustrate the significant performance improvement obtainable over that of the least-squares lag estimation procedure utilised in WFIM. The proposed approach “better” estimates the contributions of missing sensors, in the sparse array, and performance approaching the full array, with extra sensors, is attained. A beamformer which adaptively weights the covariance lags is also proposed and preliminary results are presented
Keywords :
Fourier transforms; acoustic correlation; acoustic receivers; array signal processing; hydrophones; least squares approximations; maximum likelihood estimation; sonar arrays; sonar detection; sonar signal processing; underwater acoustic propagation; adaptive weighting; array processing; coloured noise; covariance lags; least-squares lag estimation procedure; maximum likelihood estimates; platform generated noise; platform-mounted acoustic sensors; sparse array; sparse redundant linear hydrophone array; spatial correlation lags; spatial processing; underwater acoustic sensors; weighted Fourier integral method beamformer; Acoustic noise; Acoustic sensors; Array signal processing; Background noise; Noise generators; Noise reduction; Real time systems; Sensor arrays; Sonar detection; Underwater acoustics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Statistical Signal and Array Processing, 2000. Proceedings of the Tenth IEEE Workshop on
Conference_Location :
Pocono Manor, PA
Print_ISBN :
0-7803-5988-7
Type :
conf
DOI :
10.1109/SSAP.2000.870218
Filename :
870218
Link To Document :
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