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MIMO Wiener Model Identification for Large Scale Fading of Wireless Mobile Communications Links

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5 Author(s)
Galvao, R.K.H. ; Inst. Tecnologico de Aerondutica, Sao Paolo ; Izhac, A. ; Hadjiloucas, S. ; Becerra, V.M.
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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.

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Communications Letters, IEEE  (Volume:11 ,  Issue: 6 )