Adaptive Multi-Code Chaos-Based CDMA with Unequal Error Protection using Reduced Support Vector Machine

Show simple item record Berber, Stevan en Kao, JWH en Kecman, V en
dc.coverage.spatial Miami, Florida, USA en 2011-12-15T00:24:00Z en 2010 en
dc.identifier.citation IEEE Global Communication Conference, GLOBECOM, Miami, Florida, USA, 06 Dec 2010 - 10 Dec 2010. IEEE. 1-5. 2010 Reporting date: 01 Jan 2010 en
dc.identifier.isbn 978-1-4244-5637-6 en
dc.identifier.issn 1930-529X en
dc.identifier.uri en
dc.description.abstract In this paper, we propose a support vector machine receiver for a multi-code Chaos-based CDMA (MC-CB-CDMA) system. Unlike the conventional multi-code CDMA, the main aim for the assigning multiple spreading codes for each user is to provide unequal error protection on the transmitted data without using further error correction coding (ECC). In addition, the proposed SVM receiver is further simplified by the recursive feature elimination algorithm so that it has a less complexity than the conventional correlator receiver. The modified receiver is also very flexible in controlling the level of error protection in the system. Simulation results are compared with correlator receiver and huge performance gain is achieved due to the multi-user detection capability from the SVM receiver. Theoretical probability of error for both the correlator and the SVM receiver have been derived and confirmed with the simulation results. en
dc.publisher IEEE en
dc.relation.ispartof IEEE Global Communication Conference, GLOBECOM en
dc.rights Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. en
dc.rights.uri en
dc.title Adaptive Multi-Code Chaos-Based CDMA with Unequal Error Protection using Reduced Support Vector Machine en
dc.type Conference Item en
dc.identifier.doi 10.1109/GLOCOM.2010.5683673 en
pubs.begin-page 1 en
dc.rights.holder Copyright: IEEE en
pubs.end-page 5 en
pubs.finish-date 2010-12-10 en
pubs.publication-status Submitted en
pubs.start-date 2010-12-06 en
dc.rights.accessrights en
pubs.subtype Proceedings en
pubs.elements-id 188513 en Engineering en Department of Electrical, Computer and Software Engineering en
pubs.record-created-at-source-date 2010-11-30 en

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