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

RJ Piechocki; C Andrieu; CM Vithanage; JP McGeehan

doi:10.1109/ISWCS.2004.1407269

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

RJ Piechocki, C Andrieu, CM Vithanage, JP McGeehan

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

1 Citation (Scopus)

382 Downloads (Pure)

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

Translated title of the contribution	Joint space-time trellis code detection and MIMO equalisation via particle filtering
Original language	English
Title of host publication	International Symposium on Wireless Communication Systems, 2004 (ISWCS04), Mauritius
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	357 - 361
ISBN (Print)	0780384733
DOIs	https://doi.org/10.1109/ISWCS.2004.1407269
Publication status	Published - Sept 2004
Event	1st International Symposium on Wireless Communication Systems - Port-Louis, Mauritius Duration: 20 Sept 2004 → 22 Sept 2004

Conference

Conference	1st International Symposium on Wireless Communication Systems
Abbreviated title	ISWCS 04
Country/Territory	Mauritius
City	Port-Louis
Period	20/09/04 → 22/09/04

Bibliographical note

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 [email protected].
By choosing to view this document, you agree to all provisions of the copyright laws protecting it

Contributor (Other): University of Bristol

Keywords

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

Access to Document

10.1109/ISWCS.2004.1407269

Piechocki IEEE ISWCS04Accepted author manuscript, 519 KB

http://hdl.handle.net/1983/733

Handle.net

Persistent link

Cite this

@inproceedings{4472bd26f18141b39e9ee959456df944,

title = "Joint space-time trellis code detection and MIMO equalisation via particle filtering",

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",

keywords = "MIMO systems, diversity reception, equalisers, filtering theory, space-time codes, Monte Carlo methods",

author = "RJ Piechocki and C Andrieu and CM Vithanage and JP McGeehan",

note = "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 {\textcopyright} 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 [email protected]. By choosing to view this document, you agree to all provisions of the copyright laws protecting it Contributor (Other): University of Bristol; 1st International Symposium on Wireless Communication Systems, ISWCS 04 ; Conference date: 20-09-2004 Through 22-09-2004",

year = "2004",

month = sep,

doi = "10.1109/ISWCS.2004.1407269",

language = "English",

isbn = "0780384733",

pages = "357 -- 361",

booktitle = "International Symposium on Wireless Communication Systems, 2004 (ISWCS04), Mauritius",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

}

Piechocki, RJ , Andrieu, C, Vithanage, CM & McGeehan, JP 2004, Joint space-time trellis code detection and MIMO equalisation via particle filtering. in International Symposium on Wireless Communication Systems, 2004 (ISWCS04), Mauritius. Institute of Electrical and Electronics Engineers (IEEE), pp. 357 - 361, 1st International Symposium on Wireless Communication Systems, Port-Louis, Mauritius, 20/09/04. https://doi.org/10.1109/ISWCS.2004.1407269

Joint space-time trellis code detection and MIMO equalisation via particle filtering. / Piechocki, RJ ; Andrieu, C; Vithanage, CM et al.
International Symposium on Wireless Communication Systems, 2004 (ISWCS04), Mauritius. Institute of Electrical and Electronics Engineers (IEEE), 2004. p. 357 - 361.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

TY - GEN

T1 - Joint space-time trellis code detection and MIMO equalisation via particle filtering

AU - Piechocki, RJ

AU - Andrieu, C

AU - Vithanage, CM

AU - McGeehan, JP

N1 - 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 [email protected]. By choosing to view this document, you agree to all provisions of the copyright laws protecting it Contributor (Other): University of Bristol

PY - 2004/9

Y1 - 2004/9

N2 - 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

AB - 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

KW - MIMO systems

KW - diversity reception

KW - equalisers

KW - filtering theory

KW - space-time codes

KW - Monte Carlo methods

U2 - 10.1109/ISWCS.2004.1407269

DO - 10.1109/ISWCS.2004.1407269

M3 - Conference Contribution (Conference Proceeding)

SN - 0780384733

SP - 357

EP - 361

BT - International Symposium on Wireless Communication Systems, 2004 (ISWCS04), Mauritius

PB - Institute of Electrical and Electronics Engineers (IEEE)

T2 - 1st International Symposium on Wireless Communication Systems

Y2 - 20 September 2004 through 22 September 2004

ER -

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

Abstract

Conference

Bibliographical note

Keywords

Access to Document

Handle.net

Fingerprint

Cite this