DocumentCode
791994
Title
On multiple pattern extraction using singular value decomposition
Author
Kanjilal, P.P. ; Palit, Sarbani
Author_Institution
Dept. of Electron. & Electr. Commun. Eng., Inst. of Technol., Kharagpur, India
Volume
43
Issue
6
fYear
1995
fDate
6/1/1995 12:00:00 AM
Firstpage
1536
Lastpage
1540
Abstract
This paper presents a new concept of decomposition of a signal into component periodic waveforms. The singular value decomposition (SVD) is used for the detection of periodicity and separation of the component signals. The signal is configured for the sequential extraction of successively weaker components with different period lengths. The approach enjoys the numerical stability associated with SVD
Keywords
feature extraction; numerical stability; signal detection; signal processing; singular value decomposition; SVD; multiple pattern extraction; numerical stability; period lengths; periodic waveforms; periodicity detection; sequential extraction; signal components separation; signal decomposition; singular value decomposition; successively weaker components; Abdomen; Costs; Electrocardiography; Electrodes; Interference; Multi-stage noise shaping; Numerical stability; Shape; Signal processing; Singular value decomposition;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.388873
Filename
388873
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