Title :
MIMO Wiener Model Identification for Large Scale Fading of Wireless Mobile Communications Links
Author :
Galvão, Roberto Kawakami Harrop ; Izhac, Abdurrahman ; Hadjiloucas, Sillas ; Becerra, Victor M. ; Bowen, John W.
Author_Institution :
Inst. Tecnologico de Aerondutica, Sao Paolo
fDate :
6/1/2007 12:00:00 AM
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 :
MIMO communication; fading channels; mobile radio; polynomials; regression analysis; state-space methods; time-domain analysis; wave propagation; MIMO Wiener model; Wiener system subspace identification algorithm; attenuation; dynamic linear system; geometric relations; large scale fading; mobile receiver motion; model identification; multi-path electric field propagation; polynomial regression; state-space models; static nonlinear mapping; time-domain estimates; wireless mobile communications links; Attenuation; Fading; Large-scale systems; Linear systems; MIMO; Mobile communication; Nonlinear dynamical systems; Polynomials; Time domain analysis; Wireless communication;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2007.070242
