A hybrid probabilistic data association-sphere decoding detector for multiple-input-multiple-output systems

Georgios Latsoudas; Nicholas D. Sidiropoulos

doi:10.1109/LSP.2005.843779

A hybrid probabilistic data association-sphere decoding detector for multiple-input-multiple-output systems

Georgios Latsoudas
, Nicholas D. Sidiropoulos

Research output: Contribution to journal › Article › peer-review

14 Scopus citations

Abstract

A hybrid probabilistic data association (PDA)-sphere decoding (SD) algorithm is proposed for signal detection in multiple-input-multiple-output (MIMO) systems. The key idea is to reduce the dimension of the problem solved via SD by first running a single stage of the PDA to fix symbols that can be decoded with high reliability. Simulations under a multiple antenna Rayleigh fading scenario show that this two-step algorithm attains a considerably better performance-complexity tradeoff than SD and PDA for low to moderate signal-to-noise ratio (SNR) or higher problem dimensions.

Original language	English (US)
Pages (from-to)	309-312
Number of pages	4
Journal	IEEE Signal Processing Letters
Volume	12
Issue number	4
DOIs	https://doi.org/10.1109/LSP.2005.843779
State	Published - Apr 2005
Externally published	Yes

Bibliographical note

Funding Information:
Manuscript received July 28, 2004; revised October 28, 2004. This work was supported in part by the U.S. ARO under ERO Contract N62558-03-C-0012 and by the EU under U-BROAD STREP 506790S. The associate editor coordinating the review of this manuscript and approving it for publication was Dr. Yiteng (Arden) Huang.

Keywords

Integer least squares
Multiple-input-multiple-output (MIMO) decoding
Probabilistic data association (PDA)
Sphere decoder

Publisher link

10.1109/LSP.2005.843779

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title = "A hybrid probabilistic data association-sphere decoding detector for multiple-input-multiple-output systems",

abstract = "A hybrid probabilistic data association (PDA)-sphere decoding (SD) algorithm is proposed for signal detection in multiple-input-multiple-output (MIMO) systems. The key idea is to reduce the dimension of the problem solved via SD by first running a single stage of the PDA to fix symbols that can be decoded with high reliability. Simulations under a multiple antenna Rayleigh fading scenario show that this two-step algorithm attains a considerably better performance-complexity tradeoff than SD and PDA for low to moderate signal-to-noise ratio (SNR) or higher problem dimensions.",

keywords = "Integer least squares, Multiple-input-multiple-output (MIMO) decoding, Probabilistic data association (PDA), Sphere decoder",

author = "Georgios Latsoudas and Sidiropoulos, \{Nicholas D.\}",

note = "Funding Information: Manuscript received July 28, 2004; revised October 28, 2004. This work was supported in part by the U.S. ARO under ERO Contract N62558-03-C-0012 and by the EU under U-BROAD STREP 506790S. The associate editor coordinating the review of this manuscript and approving it for publication was Dr. Yiteng (Arden) Huang.",

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doi = "10.1109/LSP.2005.843779",

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AU - Sidiropoulos, Nicholas D.

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N2 - A hybrid probabilistic data association (PDA)-sphere decoding (SD) algorithm is proposed for signal detection in multiple-input-multiple-output (MIMO) systems. The key idea is to reduce the dimension of the problem solved via SD by first running a single stage of the PDA to fix symbols that can be decoded with high reliability. Simulations under a multiple antenna Rayleigh fading scenario show that this two-step algorithm attains a considerably better performance-complexity tradeoff than SD and PDA for low to moderate signal-to-noise ratio (SNR) or higher problem dimensions.

AB - A hybrid probabilistic data association (PDA)-sphere decoding (SD) algorithm is proposed for signal detection in multiple-input-multiple-output (MIMO) systems. The key idea is to reduce the dimension of the problem solved via SD by first running a single stage of the PDA to fix symbols that can be decoded with high reliability. Simulations under a multiple antenna Rayleigh fading scenario show that this two-step algorithm attains a considerably better performance-complexity tradeoff than SD and PDA for low to moderate signal-to-noise ratio (SNR) or higher problem dimensions.

KW - Integer least squares

KW - Multiple-input-multiple-output (MIMO) decoding

KW - Probabilistic data association (PDA)

KW - Sphere decoder

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DO - 10.1109/LSP.2005.843779

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JO - IEEE Signal Processing Letters

JF - IEEE Signal Processing Letters

IS - 4

ER -

A hybrid probabilistic data association-sphere decoding detector for multiple-input-multiple-output systems

Abstract

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Keywords

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