Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels
The effect of whitening the input data in a multilayer perceptron (MLP)-based decision feedback equalizer (DFE) is evaluated. It is shown that whitening the received data employing adaptive lattice channel equalization algorithms improves the convergence rate and bit error rate performances of MLP-b...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , |
| Format: | article |
| Published: |
2001
|
| Subjects: | |
| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/14696/1/14696_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14696/2/14696_2.doc |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1864513384480768000 |
|---|---|
| author | Shafi, A. |
| author2 | Zerguine, A. unknown |
| author2_role | author author |
| author_facet | Shafi, A. Zerguine, A. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Shafi, A. Zerguine, A. unknown |
| dc.date.none.fl_str_mv | 2001 2020 |
| dc.format.none.fl_str_mv | application/pdf application/msword |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14696/1/14696_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14696/2/14696_2.doc (2001) Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels. Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar conference, 1. |
| dc.language.none.fl_str_mv | en en |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14696/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Computer |
| dc.title.none.fl_str_mv | Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | The effect of whitening the input data in a multilayer perceptron (MLP)-based decision feedback equalizer (DFE) is evaluated. It is shown that whitening the received data employing adaptive lattice channel equalization algorithms improves the convergence rate and bit error rate performances of MLP-based decision feedback equalizers. The consistency in performance is observed in time-invariant, time-varying and non-linear channels |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_adf1e4db6de50314025dd469052e4aa9 |
| identifier_str_mv | (2001) Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels. Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar conference, 1. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::14696 |
| publishDate | 2001 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channelsShafi, A.Zerguine, A.unknownComputerThe effect of whitening the input data in a multilayer perceptron (MLP)-based decision feedback equalizer (DFE) is evaluated. It is shown that whitening the received data employing adaptive lattice channel equalization algorithms improves the convergence rate and bit error rate performances of MLP-based decision feedback equalizers. The consistency in performance is observed in time-invariant, time-varying and non-linear channelsIEEE20012020ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/mswordhttps://eprints.kfupm.edu.sa/id/eprint/14696/1/14696_1.pdfhttps://eprints.kfupm.edu.sa/id/eprint/14696/2/14696_2.doc (2001) Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels. Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar conference, 1. enenhttps://eprints.kfupm.edu.sa/id/eprint/14696/info:eu-repo/semantics/openAccessoai::146962019-11-01T14:06:59Z |
| spellingShingle | Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels Shafi, A. Computer |
| status_str | publishedVersion |
| title | Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels |
| title_full | Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels |
| title_fullStr | Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels |
| title_full_unstemmed | Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels |
| title_short | Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels |
| title_sort | Performance of the multilayer perceptron-based DFE with latticestructure in linear and non-linear channels |
| topic | Computer |
| url | https://eprints.kfupm.edu.sa/id/eprint/14696/1/14696_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14696/2/14696_2.doc |