DocumentCode :
1864503
Title :
G-Filter´s Gaussianization Function for Interference Background
Author :
Pingbo, Wang ; Feng, Liu ; Zhiming, Cai ; Suofu, Tang
Author_Institution :
Underwater Acoust. Lab., Naval Univ. of Eng., Wuhan, China
fYear :
2010
fDate :
9-10 Feb. 2010
Firstpage :
76
Lastpage :
79
Abstract :
By weakening the bigger and strengthening the smaller, gaussianization can enhance the gaussianity of samples and improve performance of subsequent correlation test. Firstly, an explicit definition on gaussianizing filter and a practical method to evaluate the filtering performance are given. Secondly, based on the cumulative distribution function and its inverse, one typical gaussianizing filters, so-called G-filter, are proposed and studied. Finally, instances with lake trial data are illustrated.
Keywords :
Gaussian processes; correlation methods; filtering theory; interference (signal); signal detection; G-filter; correlation detection; correlation test; cumulative distribution function; gaussianization function; gaussianizing filter; interference background; weak signal detection; Acoustical engineering; Detectors; Electronic mail; Gaussian processes; Interference; Laboratories; Matched filters; Signal detection; Testing; Underwater acoustics; Gaussian mixture; Gaussianization; non-Gaussian detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Acquisition and Processing, 2010. ICSAP '10. International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4244-5724-3
Electronic_ISBN :
978-1-4244-5725-0
Type :
conf
DOI :
10.1109/ICSAP.2010.77
Filename :
5432658
Link To Document :
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