Channel impulse response equalization based on genetic algorithm in mode division multiplexing
This paper proposed to use genetic algorithm (GA) as an adaptive algorithm for mode division multiplexing (MDM) equalization in order to minimize the mean square error as well as to maximize the similarity between the ideal signal and the MDM distorted signal. A significant result has been obtaine...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Universiti Teknikal Malaysia Melaka
2018
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| Subjects: | |
| Online Access: | https://repo.uum.edu.my/id/eprint/25942/1/JTECE%2010%2021%202018%20149%20154.pdf |
| _version_ | 1825805380312104960 |
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| author | Fareed, Alaa Amphawan, Angela Fazea, Yousef Sajat, Mohd Samsu Chit, Suwannit Chareen |
| author_facet | Fareed, Alaa Amphawan, Angela Fazea, Yousef Sajat, Mohd Samsu Chit, Suwannit Chareen |
| author_sort | Fareed, Alaa |
| collection | UUM |
| description | This paper proposed to use genetic algorithm (GA)
as an adaptive algorithm for mode division multiplexing (MDM) equalization in order to minimize the mean square error as well as to maximize the similarity between the ideal signal and the
MDM distorted signal. A significant result has been obtained of implementing GA on MDM equalization compared to other conventional algorithm such as least mean square (LMS) which is used dominantly in current equalizations. |
| first_indexed | 2024-07-04T06:31:22Z |
| format | Article |
| id | uum-25942 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:31:22Z |
| publishDate | 2018 |
| publisher | Universiti Teknikal Malaysia Melaka |
| record_format | eprints |
| spelling | uum-259422019-04-18T01:24:54Z https://repo.uum.edu.my/id/eprint/25942/ Channel impulse response equalization based on genetic algorithm in mode division multiplexing Fareed, Alaa Amphawan, Angela Fazea, Yousef Sajat, Mohd Samsu Chit, Suwannit Chareen QA75 Electronic computers. Computer science This paper proposed to use genetic algorithm (GA) as an adaptive algorithm for mode division multiplexing (MDM) equalization in order to minimize the mean square error as well as to maximize the similarity between the ideal signal and the MDM distorted signal. A significant result has been obtained of implementing GA on MDM equalization compared to other conventional algorithm such as least mean square (LMS) which is used dominantly in current equalizations. Universiti Teknikal Malaysia Melaka 2018 Article PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/25942/1/JTECE%2010%2021%202018%20149%20154.pdf Fareed, Alaa and Amphawan, Angela and Fazea, Yousef and Sajat, Mohd Samsu and Chit, Suwannit Chareen (2018) Channel impulse response equalization based on genetic algorithm in mode division multiplexing. Journal of Telecommunication, Electronic and Computer Engineering, 10 (24). pp. 149-154. ISSN 2180-1843 http://journal.utem.edu.my/index.php/jtec/article/view/4334 |
| spellingShingle | QA75 Electronic computers. Computer science Fareed, Alaa Amphawan, Angela Fazea, Yousef Sajat, Mohd Samsu Chit, Suwannit Chareen Channel impulse response equalization based on genetic algorithm in mode division multiplexing |
| title | Channel impulse response equalization based on genetic algorithm in mode division multiplexing |
| title_full | Channel impulse response equalization based on genetic algorithm in mode division multiplexing |
| title_fullStr | Channel impulse response equalization based on genetic algorithm in mode division multiplexing |
| title_full_unstemmed | Channel impulse response equalization based on genetic algorithm in mode division multiplexing |
| title_short | Channel impulse response equalization based on genetic algorithm in mode division multiplexing |
| title_sort | channel impulse response equalization based on genetic algorithm in mode division multiplexing |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/25942/1/JTECE%2010%2021%202018%20149%20154.pdf |
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