DocumentCode
284716
Title
Detection of transients using discrete wavelet transform
Author
Petropulu, Athina P.
Author_Institution
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
Volume
2
fYear
1992
fDate
23-26 Mar 1992
Firstpage
477
Abstract
A scheme for the detection of transient signals with unknown waveforms and arrival times is presented. The detection is performed in the discrete wavelet transform (DWT) domain, where the presence of a transient is indicated by a peak at a location that depends on the values of the dilation and translation parameters. By choosing these parameters appropriately one can control the sharpness of this peak as well as the distance between different peaks that correspond to different arrival times. As a result, transients that partially overlap in time can be resolved in the DWT domain. The DWT domain preserves the arrival time information even when the transient is corrupted by additive zero-mean noise at a very low signal-to-noise ratio
Keywords
signal detection; transients; wavelet transforms; SNR; additive zero-mean noise; arrival times; dilation parameters; discrete wavelet transform; signal-to-noise ratio; transient signal detection; translation parameters; Additive noise; Discrete wavelet transforms; Gaussian noise; Gaussian processes; Signal representations; Signal resolution; Signal to noise ratio; Statistics; Wavelet domain;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
Conference_Location
San Francisco, CA
ISSN
1520-6149
Print_ISBN
0-7803-0532-9
Type
conf
DOI
10.1109/ICASSP.1992.226016
Filename
226016
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