MIMO Wiener model identification for large scale fading of wireless mobile communications links

Robert Kawakami Harrop Galvão; Abdurrahman Izhac; Sillas Hadjiloucas; V. M. Becerra; John W. Bowen

doi:10.1109/LCOMM.2007.070242

MIMO Wiener model identification for large scale fading of wireless mobile communications links

Robert Kawakami Harrop Galvão, Abdurrahman Izhac, Sillas Hadjiloucas, V. M. Becerra, John W. Bowen

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

Abstract

The large scale fading of wireless mobile communications links is modelled assuming the mobile receiver motion is described by a dynamic linear system in state-space. The geometric relations involved in the attenuation and multi-path propagation of the electric field are described by a static non-linear mapping. A Wiener system subspace identification algorithm in conjunction with polynomial regression is used to identify a model from time-domain estimates of the field intensity assuming a multitude of emitters and an antenna array at the receiver end.

Original language	English
Pages (from-to)	513-515
Number of pages	3
Journal	IEEE Communications Letters
Volume	11
Issue number	6
DOIs	https://doi.org/10.1109/LCOMM.2007.070242
Publication status	Published - 2007

Keywords

system identification, mobile communications, Wiener systems, fading, SYSTEM-IDENTIFICATION, SUBSPACE

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10.1109/LCOMM.2007.070242

Cite this

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title = "MIMO Wiener model identification for large scale fading of wireless mobile communications links",

abstract = "The large scale fading of wireless mobile communications links is modelled assuming the mobile receiver motion is described by a dynamic linear system in state-space. The geometric relations involved in the attenuation and multi-path propagation of the electric field are described by a static non-linear mapping. A Wiener system subspace identification algorithm in conjunction with polynomial regression is used to identify a model from time-domain estimates of the field intensity assuming a multitude of emitters and an antenna array at the receiver end.",

keywords = "system identification, mobile communications, Wiener systems, fading, SYSTEM-IDENTIFICATION, SUBSPACE",

author = "Galv{\~a}o, \{Robert Kawakami Harrop\} and Abdurrahman Izhac and Sillas Hadjiloucas and Becerra, \{V. M.\} and Bowen, \{John W.\}",

year = "2007",

doi = "10.1109/LCOMM.2007.070242",

language = "English",

volume = "11",

pages = "513--515",

journal = "IEEE Communications Letters",

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AU - Galvão, Robert Kawakami Harrop

AU - Izhac, Abdurrahman

AU - Hadjiloucas, Sillas

AU - Becerra, V. M.

AU - Bowen, John W.

PY - 2007

Y1 - 2007

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AB - The large scale fading of wireless mobile communications links is modelled assuming the mobile receiver motion is described by a dynamic linear system in state-space. The geometric relations involved in the attenuation and multi-path propagation of the electric field are described by a static non-linear mapping. A Wiener system subspace identification algorithm in conjunction with polynomial regression is used to identify a model from time-domain estimates of the field intensity assuming a multitude of emitters and an antenna array at the receiver end.

KW - system identification, mobile communications, Wiener systems, fading, SYSTEM-IDENTIFICATION, SUBSPACE

U2 - 10.1109/LCOMM.2007.070242

DO - 10.1109/LCOMM.2007.070242

M3 - Article

VL - 11

SP - 513

EP - 515

JO - IEEE Communications Letters

JF - IEEE Communications Letters

IS - 6

ER -

MIMO Wiener model identification for large scale fading of wireless mobile communications links

Abstract

Keywords

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