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 in | IEEE transactions on signal processing Vol. 43; no. 6; pp. 1536 - 1540 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
New York, NY
IEEE
01.06.1995
Institute of Electrical and Electronics Engineers |
Subjects | |
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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.< > |
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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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