Adaptive step-size sign least mean squares
In this paper, we propose a novel structure for adaptive sign least mean squares (ASLMS). A powerful adaptation scheme is used to adapt the step-size of the sign function inside the recursion of the sign algorithm. It is shown how the algorithm can be implemented with no real multiplication. Simulat...
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| Format: | article |
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2004
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| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/14451/1/14451_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14451/2/14451_2.doc |
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| _version_ | 1864513384121106432 |
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| author | Aldajani, M.A. |
| author2 | unknown |
| author2_role | author |
| author_facet | Aldajani, M.A. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Aldajani, M.A. unknown |
| dc.date.none.fl_str_mv | 2004-05 2020 |
| dc.format.none.fl_str_mv | application/pdf application/msword |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14451/1/14451_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14451/2/14451_2.doc (2004) Adaptive step-size sign least mean squares. Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International conference, 2. |
| 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/14451/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Computer |
| dc.title.none.fl_str_mv | Adaptive step-size sign least mean squares |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | In this paper, we propose a novel structure for adaptive sign least mean squares (ASLMS). A powerful adaptation scheme is used to adapt the step-size of the sign function inside the recursion of the sign algorithm. It is shown how the algorithm can be implemented with no real multiplication. Simulation results show that the performance of the proposed algorithm can be made arbitrarily close to that of the original least means squares algorithm. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_bbf1ffbf41acf3b0124f5305f694d0f6 |
| identifier_str_mv | (2004) Adaptive step-size sign least mean squares. Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International conference, 2. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::14451 |
| publishDate | 2004 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Adaptive step-size sign least mean squaresAldajani, M.A.unknownComputerIn this paper, we propose a novel structure for adaptive sign least mean squares (ASLMS). A powerful adaptation scheme is used to adapt the step-size of the sign function inside the recursion of the sign algorithm. It is shown how the algorithm can be implemented with no real multiplication. Simulation results show that the performance of the proposed algorithm can be made arbitrarily close to that of the original least means squares algorithm.IEEE2004-052020ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/mswordhttps://eprints.kfupm.edu.sa/id/eprint/14451/1/14451_1.pdfhttps://eprints.kfupm.edu.sa/id/eprint/14451/2/14451_2.doc (2004) Adaptive step-size sign least mean squares. Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International conference, 2. enenhttps://eprints.kfupm.edu.sa/id/eprint/14451/info:eu-repo/semantics/openAccessoai::144512019-11-01T14:05:53Z |
| spellingShingle | Adaptive step-size sign least mean squares Aldajani, M.A. Computer |
| status_str | publishedVersion |
| title | Adaptive step-size sign least mean squares |
| title_full | Adaptive step-size sign least mean squares |
| title_fullStr | Adaptive step-size sign least mean squares |
| title_full_unstemmed | Adaptive step-size sign least mean squares |
| title_short | Adaptive step-size sign least mean squares |
| title_sort | Adaptive step-size sign least mean squares |
| topic | Computer |
| url | https://eprints.kfupm.edu.sa/id/eprint/14451/1/14451_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14451/2/14451_2.doc |