Analysis of transient multiexponential signals using cepstral deconvolution

We propose and test a new method of multiexponential transient signal analysis. The method based on cepstral deconvolution is fast and computationally inexpensive. The multiexponential signal is initially converted to a deconvolution model using Gardners' transformation after which the proposed...

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Main Authors: Abdussamad , U. Jibia, Salami, Momoh Jimoh Emiyoka, Khalifa, Othman Omran, Aibinu, Abiodun Musa
Format: Article
Language:English
Published: Elsevier 2010
Subjects:
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spelling iium-17712014-11-22T09:18:21Z http://irep.iium.edu.my/1771/ Analysis of transient multiexponential signals using cepstral deconvolution Abdussamad , U. Jibia Salami, Momoh Jimoh Emiyoka Khalifa, Othman Omran Aibinu, Abiodun Musa TK9001 Nuclear engineering. Atomic power We propose and test a new method of multiexponential transient signal analysis. The method based on cepstral deconvolution is fast and computationally inexpensive. The multiexponential signal is initially converted to a deconvolution model using Gardners' transformation after which the proposed method is used to deconvolve the data. Simulation and experimental results indicate that this method is good for determining the number of components but performs poorly in accurately estimating the decay rates. Influence of noise is not considered in this paper. Elsevier 2010-07 Article PeerReviewed application/pdf en http://irep.iium.edu.my/1771/4/Analysis_of_transient_multiexponential_signals_using_cepstral.pdf Abdussamad , U. Jibia and Salami, Momoh Jimoh Emiyoka and Khalifa, Othman Omran and Aibinu, Abiodun Musa (2010) Analysis of transient multiexponential signals using cepstral deconvolution. Applied and Computational Harmonic Analysis, 29 (1). pp. 88-96. ISSN 1063-5203 http://www.elsevier.com/wps/find/journaldescription.cws_home/622786/description#description doi:10.1016/j.acha.2009.06.002
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
topic TK9001 Nuclear engineering. Atomic power
spellingShingle TK9001 Nuclear engineering. Atomic power
Abdussamad , U. Jibia
Salami, Momoh Jimoh Emiyoka
Khalifa, Othman Omran
Aibinu, Abiodun Musa
Analysis of transient multiexponential signals using cepstral deconvolution
description We propose and test a new method of multiexponential transient signal analysis. The method based on cepstral deconvolution is fast and computationally inexpensive. The multiexponential signal is initially converted to a deconvolution model using Gardners' transformation after which the proposed method is used to deconvolve the data. Simulation and experimental results indicate that this method is good for determining the number of components but performs poorly in accurately estimating the decay rates. Influence of noise is not considered in this paper.
format Article
author Abdussamad , U. Jibia
Salami, Momoh Jimoh Emiyoka
Khalifa, Othman Omran
Aibinu, Abiodun Musa
author_facet Abdussamad , U. Jibia
Salami, Momoh Jimoh Emiyoka
Khalifa, Othman Omran
Aibinu, Abiodun Musa
author_sort Abdussamad , U. Jibia
title Analysis of transient multiexponential signals using cepstral deconvolution
title_short Analysis of transient multiexponential signals using cepstral deconvolution
title_full Analysis of transient multiexponential signals using cepstral deconvolution
title_fullStr Analysis of transient multiexponential signals using cepstral deconvolution
title_full_unstemmed Analysis of transient multiexponential signals using cepstral deconvolution
title_sort analysis of transient multiexponential signals using cepstral deconvolution
publisher Elsevier
publishDate 2010
url http://irep.iium.edu.my/1771/
http://irep.iium.edu.my/1771/
http://irep.iium.edu.my/1771/
http://irep.iium.edu.my/1771/4/Analysis_of_transient_multiexponential_signals_using_cepstral.pdf
first_indexed 2023-09-18T20:09:16Z
last_indexed 2023-09-18T20:09:16Z
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