Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals
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 o...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2008
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/5907/ http://irep.iium.edu.my/5907/1/04604438.pdf |
| _version_ | 1848776585737404416 |
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| author | Jibia, Abdussamad U. Salami, Momoh Jimoh Emiyoka Khalifa, Othman Omran |
| author_facet | Jibia, Abdussamad U. Salami, Momoh Jimoh Emiyoka Khalifa, Othman Omran |
| author_sort | Jibia, Abdussamad U. |
| building | IIUM Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T14:32:26Z |
| format | Proceeding Paper |
| id | iium-5907 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T14:32:26Z |
| publishDate | 2008 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-59072012-04-03T08:31:46Z http://irep.iium.edu.my/5907/ Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals Jibia, Abdussamad U. Salami, Momoh Jimoh Emiyoka Khalifa, Othman Omran T Technology (General) 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. 2008 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/5907/1/04604438.pdf 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. http://dx.doi.org/10.1109/IWSSIP.2008.4604438 doi:10.1109/IWSSIP.2008.4604438 |
| spellingShingle | T Technology (General) Jibia, Abdussamad U. Salami, Momoh Jimoh Emiyoka Khalifa, Othman Omran Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals |
| title | Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals |
| title_full | Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals |
| title_fullStr | Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals |
| title_full_unstemmed | Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals |
| title_short | Effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals |
| title_sort | effect of multiple deconvolution parameters on the resolvability of decay rates of multiexponential signals |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/5907/ http://irep.iium.edu.my/5907/ http://irep.iium.edu.my/5907/ http://irep.iium.edu.my/5907/1/04604438.pdf |