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

Galvao, R. K. H., Izhac, A., Hadjiloucas, S., Becerra, V. M. and Bowen, J. W. (2007) MIMO Wiener model identification for large scale fading of wireless mobile communications links. IEEE Communications Letters, 11 (6). pp. 513-515. ISSN 1089-7798

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To link to this article DOI: 10.1109/lcomm.2007.070242

Abstract/Summary

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.

Item Type:Article
Refereed:Yes
Divisions:Faculty of Science > School of Systems Engineering
ID Code:15230
Uncontrolled Keywords:system identification, mobile communications, Wiener systems, fading, SYSTEM-IDENTIFICATION, SUBSPACE

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