Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals

Jibia, Abdussamad U. and Salami, Momoh Jimoh Emiyoka and Khalifa, Othman Omran (2008) Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals. In: Processing of the 15th International Conference on Systems, Signals and Image Processing, 2008, (IWSSIP 2008), 25-28 June 2008, Bratislava, Slovakia.

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Abstract

Noise reduction in deconvolution process has been a challenge to researchers in the field of signal processing. The problem is ill-posed and various algorithms have been developed to reduce noise enhancement. The effect of using multiple noise-compensating parameters in the deconvolution of multiexponential signals is considered in this paper. Three parameters are simultaneously adjusted to obtain optimal reduction in noise. It is shown that this approach performs better than a single parameter approach.

Item Type:	Conference or Workshop Item (Full Paper)
Additional Information:	2470/5907
Subjects:	T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User:	Prof. Dr Othman O. Khalifa
Date Deposited:	03 Apr 2012 16:01
Last Modified:	03 Apr 2012 16:31
URI:	http://irep.iium.edu.my/id/eprint/5907

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