Analysis of transient multiexponential signals using cepstral deconvolution

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

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Abstract

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.

Item Type:	Article (Journal)
Additional Information:	2470/1771
Uncontrolled Keywords:	Multiexponential; Homomorphic deconvolution; Cepstrum; Lifter; Fluorescence
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK9001 Nuclear engineering. Atomic power
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User:	Dr Abiodun Musa Aibinu
Date Deposited:	09 Sep 2011 13:27
Last Modified:	20 Oct 2020 08:35
URI:	http://irep.iium.edu.my/id/eprint/1771

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