On multiple pattern extraction using singular value decomposition

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 com...

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Published inIEEE transactions on signal processing Vol. 43; no. 6; pp. 1536 - 1540
Main Authors Kanjilal, P.P., Palit, S.
Format Journal Article
LanguageEnglish
Published New York, NY IEEE 01.06.1995
Institute of Electrical and Electronics Engineers
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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.< >
AbstractList 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.< >
Author Palit, S.
Kanjilal, P.P.
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Cites_doi 10.1109/29.32276
10.1007/BF02442670
10.1049/ip-f-1.1983.0034
10.1016/0165-1684(94)90215-1
10.1109/TBME.1987.325949
10.1109/TAES.1983.309427
10.1109/TBME.1975.324517
10.1109/TAP.1986.1143830
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Keywords Waveform
Signal processing
Periodic signal
Numerical stability
Periodicity
Singular value decomposition
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SubjectTerms Abdomen
Applied sciences
Costs
Electrocardiography
Electrodes
Exact sciences and technology
Information, signal and communications theory
Interference
Mathematical methods
Multi-stage noise shaping
Numerical stability
Shape
Signal processing
Singular value decomposition
Telecommunications and information theory
Title On multiple pattern extraction using singular value decomposition
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Volume 43
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