A Study of MIMO Gaussian Channels Based on Synergetics

Hai-Lin Xiao; [No Value] Shan Ouyang; Cheng-Xiang Wang; Feng Zhao

doi:10.1007/s11277-010-0113-6

A Study of MIMO Gaussian Channels Based on Synergetics

Hai-Lin Xiao, [No Value] Shan Ouyang, Cheng-Xiang Wang, Feng Zhao

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

1 Citation (Scopus)

Abstract

By interpolating between information theory and synergetics, we provide a bridge to connect the two kinds of subjects. As an application, the capacity formula of multiple-input multiple-output Gaussian channels based on the Fokker-Planck Equation of the synergetics is derived. It is in accordance with Telatar's capacity formula in information theory and gives a physical explanation (order parameters) of the observed channel characteristics. Moreover, the master equation of the information theory is also derived to obtain error exponents. Error exponents provide a partial solution to how to get close to channel capacity by giving an upper bound to the probability of error. These results demonstrate that the notion of synergetics introduced here can serve as an intuitive tool in information theory. © 2010 Springer Science+Business Media, LLC.

Original language	English
Pages (from-to)	167-176
Number of pages	10
Journal	Wireless Personal Communications
Volume	63
Issue number	1
DOIs	https://doi.org/10.1007/s11277-010-0113-6
Publication status	Published - Mar 2012

Keywords

Capacity analysis
Error exponents
Gaussian channel
MIMO
Synergetics

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10.1007/s11277-010-0113-6

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abstract = "By interpolating between information theory and synergetics, we provide a bridge to connect the two kinds of subjects. As an application, the capacity formula of multiple-input multiple-output Gaussian channels based on the Fokker-Planck Equation of the synergetics is derived. It is in accordance with Telatar's capacity formula in information theory and gives a physical explanation (order parameters) of the observed channel characteristics. Moreover, the master equation of the information theory is also derived to obtain error exponents. Error exponents provide a partial solution to how to get close to channel capacity by giving an upper bound to the probability of error. These results demonstrate that the notion of synergetics introduced here can serve as an intuitive tool in information theory. {\textcopyright} 2010 Springer Science+Business Media, LLC.",

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AU - Xiao, Hai-Lin

AU - Shan Ouyang, [No Value]

AU - Wang, Cheng-Xiang

AU - Zhao, Feng

PY - 2012/3

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AB - By interpolating between information theory and synergetics, we provide a bridge to connect the two kinds of subjects. As an application, the capacity formula of multiple-input multiple-output Gaussian channels based on the Fokker-Planck Equation of the synergetics is derived. It is in accordance with Telatar's capacity formula in information theory and gives a physical explanation (order parameters) of the observed channel characteristics. Moreover, the master equation of the information theory is also derived to obtain error exponents. Error exponents provide a partial solution to how to get close to channel capacity by giving an upper bound to the probability of error. These results demonstrate that the notion of synergetics introduced here can serve as an intuitive tool in information theory. © 2010 Springer Science+Business Media, LLC.

KW - Capacity analysis

KW - Error exponents

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KW - Synergetics

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VL - 63

SP - 167

EP - 176

JO - Wireless Personal Communications

JF - Wireless Personal Communications

IS - 1

ER -

A Study of MIMO Gaussian Channels Based on Synergetics

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