DocumentCode :
2435895
Title :
Higher-order matched field processing
Author :
Dizaji, Reza M. ; Kirlin, R. Lynn ; Chapman, Ross
Author_Institution :
Dept. of Electr. & Comput. Eng., Victoria Univ., BC, Canada
fYear :
2000
fDate :
2000
Firstpage :
635
Lastpage :
639
Abstract :
This paper introduces a cross-relation (CR) based higher order matched field (MF) processing technique for estimating the location of a random source in shallow water. It is known that the probability density function (PDF) signals emitted from marine vessels have higher order components. Using the higher order MF processor can cancel the effect of either white or non-white Gaussian random interferences since the third and higher odd moments and third and higher order cumulants of Gaussian random interferences are zero. We have examined the higher order content of experimental ship data as it effects the MF processor for estimation of location using different frequency bands. The ship data was recorded during a sea trial conducted in September 1993 in a region close to Vancouver Island, BC, Canada
Keywords :
acoustic signal processing; higher order statistics; parameter estimation; random noise; underwater sound; 150 to 270 Hz; 73 to 133 Hz; Gaussian random interferences; PDF; cross-relation based technique; frequency bands; higher odd moments; higher order cumulants; higher-order matched field processing; marine vessels; non-white Gaussian random interferences; probability density function; random source location estimation; sea trial; shallow water; ship data; third odd moments; third order cumulants; white Gaussian random interferences; Acoustic signal processing; Equations; Frequency estimation; Higher order statistics; Interference; Marine vehicles; Oceans; Sea measurements; Sensor arrays; Transfer functions;
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.2000.870203
Filename :
870203
Link To Document :
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