Title :
Evolutionary ARMA modelling of time-varying impulse response
Author :
Bakkoury, Jamila ; Castanie, Francis ; Roviras, Daniel
Author_Institution :
LEN7/GAPSE, Nat. Polytech. Inst. of Toulouse, France
Abstract :
This paper is concerned with evolutionary ARMA modelling of randomly time-variant impulse responses. This modelling is applied to mobile radio channels subjected to multipaths and characterized by a time-variant impulse response. We present the principle of evolutionary ARMA models and derive a parameter estimator based upon an eigenformulation for the optimization condition of a chosen criterion
Keywords :
autoregressive moving average processes; eigenvalues and eigenfunctions; land mobile radio; multipath channels; optimisation; parameter estimation; random processes; time-varying channels; transient response; eigenformulation; evolutionary ARMA modelling; mobile radio channels; multipath propagation; optimization condition; parameter estimator; randomly time-variant impulse responses; time delays; Aircraft; Delay; Difference equations; Land mobile radio; Nonlinear filters; Parameter estimation; Receivers; Solid modeling; Time domain analysis; Time factors;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.550144
