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Joint space-time trellis code detection and MIMO equalisation via particle filtering

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationInternational Symposium on Wireless Communication Systems, 2004 (ISWCS04), Mauritius
Publisher or commissioning bodyInstitute of Electrical and Electronics Engineers (IEEE)
Publication dateSep 2004
Pages357 - 361
ISBN (Print)0780384733
DOIs
StatePublished

Conference

Conference1st International Symposium on Wireless Communication Systems
CountryMauritius
CityPort-Louis
Period20/09/0422/09/04

Abstract

In this contribution we address the problem of MIMO equalisation and transmit diversity. More specifically, we develop a method that jointly decodes space time trellis coded modulation (STTCM) encoded signals and equalises the MIMO channels. The optimal solution for such a setup would require construction of a super-trellis that describes a finite state machine resulting from the combination of MIMO channel and STTCM trellises. However, the number of states in this super-trellis is typically gigantic and as such prohibits practical application. Our solution is based on sequential Monte Carlo technique (aka particle filter), which has gained much interest recently in the communications community. The structure of the STTCM code is incorporated into the proposal distribution of the particle filter. As a results a significant reduction in complexity has been achieved as compared not only to the brute force super-trellis approach, but also when compared to the conventional "turbo" solution

Additional information

Conference Proceedings/Title of Journal: IEEE 1st International Symposium on Wireless Communication Systems, 2004 (ISWCS04) Rose publication type: Conference contribution Sponsorship: The authors would like to thank Toshiba TRL Ltd for providing an excellent sponsorship Terms of use: Copyright © 2004 IEEE. Reprinted from IEEE 1st International Symposium on Wireless Communication Systems, 2004. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it Contributor (Other): University of Bristol

Documents

DOI

Research areas

  • MIMO systems, diversity reception, equalisers, filtering theory, space-time codes, Monte Carlo methods

Event

1st International Symposium on Wireless Communication Systems

Abbreviated TitleISWCS 04
Duration20 Sep 200422 Sep 2004
CountryMauritius
CityPort-Louis

Event: Conference

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