Tree-based reparameterisation for symbol detection in spatially multiplexed MIMO systems in frequency flat fading

CM Vithanage; C Andrieu; RJ Piechocki; J Coon

doi:10.1109/SPAWC.2006.346366

Tree-based reparameterisation for symbol detection in spatially multiplexed MIMO systems in frequency flat fading

CM Vithanage, C Andrieu, RJ Piechocki, J Coon

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

1 Citation (Scopus)

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Abstract

Reduced complexity detection of spatially multiplexed data transmissions under frequency flat fading is considered. Noting that the optimal detection is the generation of marginal distributions of a joint probability distribution, we use the approximate marginal generating algorithm termed the treebased reparameterization. The resulting system complexity is having an order which is less than quadratic in the number of transmit antennas. Simulation of a 8 × 8 BPSK system shows a coded bit error rate of 10−3 at an SNR level of only 1dB greater than required by the optimal method.

Translated title of the contribution	Tree-based reparameterization for symbol detection in spatially multiplexed MIMO systems in frequency flat fading
Original language	English
Title of host publication	IEEE 7th Workshop on Signal Processing Advances in Wireless Communications, 2006 (SPAWC '06), Cannes
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	1 - 5
Number of pages	5
ISBN (Print)	0780397118, 1424497118
DOIs	https://doi.org/10.1109/SPAWC.2006.346366
Publication status	Published - Jun 2006
Event	7th Workshop on Signal Processing Advances in Wireless Communications - Cannes, France Duration: 1 Jun 2006 → …

Conference

Conference	7th Workshop on Signal Processing Advances in Wireless Communications
Country/Territory	France
City	Cannes
Period	1/06/06 → …

Bibliographical note

Conference Proceedings/Title of Journal: IEEE 7th Workshop on Signal Processing Advances in Wireless Communications, 2006 (SPAWC '06)
Rose publication type: Conference contribution

Sponsorship: The authors would like to thank Toshiba Research Europe Limited, Bristol, U.K. for financially supporting this work. The first author would like to thank Mr. Yugang Jia for the helpful comments.

Terms of use: Copyright © 2006 IEEE. Reprinted from Proceedings of IEEE Workshop on Signal Processing Advances in Wireless Communications, 2006. 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.

Keywords

MIMO
approximate inference
belief propagation,
tree-based reparameterization.

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10.1109/SPAWC.2006.346366

Conference paperAccepted author manuscript, 107 KB

http://hdl.handle.net/1983/922

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Vithanage, CM., Andrieu, C., Piechocki, RJ., & Coon, J. (2006). Tree-based reparameterisation for symbol detection in spatially multiplexed MIMO systems in frequency flat fading. In IEEE 7th Workshop on Signal Processing Advances in Wireless Communications, 2006 (SPAWC '06), Cannes (pp. 1 - 5). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/SPAWC.2006.346366

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abstract = "Reduced complexity detection of spatially multiplexed data transmissions under frequency flat fading is considered. Noting that the optimal detection is the generation of marginal distributions of a joint probability distribution, we use the approximate marginal generating algorithm termed the treebased reparameterization. The resulting system complexity is having an order which is less than quadratic in the number of transmit antennas. Simulation of a 8 × 8 BPSK system shows a coded bit error rate of 10−3 at an SNR level of only 1dB greater than required by the optimal method.",

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author = "CM Vithanage and C Andrieu and RJ Piechocki and J Coon",

note = "Conference Proceedings/Title of Journal: IEEE 7th Workshop on Signal Processing Advances in Wireless Communications, 2006 (SPAWC '06) Rose publication type: Conference contribution Sponsorship: The authors would like to thank Toshiba Research Europe Limited, Bristol, U.K. for financially supporting this work. The first author would like to thank Mr. Yugang Jia for the helpful comments. Terms of use: Copyright {\textcopyright} 2006 IEEE. Reprinted from Proceedings of IEEE Workshop on Signal Processing Advances in Wireless Communications, 2006. 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. ; 7th Workshop on Signal Processing Advances in Wireless Communications ; Conference date: 01-06-2006",

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Vithanage, CM, Andrieu, C , Piechocki, RJ & Coon, J 2006, Tree-based reparameterisation for symbol detection in spatially multiplexed MIMO systems in frequency flat fading. in IEEE 7th Workshop on Signal Processing Advances in Wireless Communications, 2006 (SPAWC '06), Cannes. Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 5, 7th Workshop on Signal Processing Advances in Wireless Communications, Cannes, France, 1/06/06. https://doi.org/10.1109/SPAWC.2006.346366

Tree-based reparameterisation for symbol detection in spatially multiplexed MIMO systems in frequency flat fading. / Vithanage, CM; Andrieu, C ; Piechocki, RJ et al.
IEEE 7th Workshop on Signal Processing Advances in Wireless Communications, 2006 (SPAWC '06), Cannes. Institute of Electrical and Electronics Engineers (IEEE), 2006. p. 1 - 5.

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

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AU - Piechocki, RJ

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AB - Reduced complexity detection of spatially multiplexed data transmissions under frequency flat fading is considered. Noting that the optimal detection is the generation of marginal distributions of a joint probability distribution, we use the approximate marginal generating algorithm termed the treebased reparameterization. The resulting system complexity is having an order which is less than quadratic in the number of transmit antennas. Simulation of a 8 × 8 BPSK system shows a coded bit error rate of 10−3 at an SNR level of only 1dB greater than required by the optimal method.

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Vithanage CM, Andrieu C , Piechocki RJ, Coon J. Tree-based reparameterisation for symbol detection in spatially multiplexed MIMO systems in frequency flat fading. In IEEE 7th Workshop on Signal Processing Advances in Wireless Communications, 2006 (SPAWC '06), Cannes. Institute of Electrical and Electronics Engineers (IEEE). 2006. p. 1 - 5 doi: 10.1109/SPAWC.2006.346366

Tree-based reparameterisation for symbol detection in spatially multiplexed MIMO systems in frequency flat fading

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Keywords

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