Título: Radio Channel State Prediction by Kalman Filter
Radio Channel State Prediction by Kalman Filter
Autores: Ziacik, Peter
Wieser, Vladimir
Fecha: 2011-06-28
Publicador: Advances in Electrical and Electronic Engineering
Fuente:
Tipo:

Tema: Kalman filter; radio channel; MATLAB; Clark’s model.
Kalman filter; radio channel; MATLAB; Clark’s model.
Descripción: In this article there is the description Kalman filter using as a radio channel state predictor. Simulator of prediction has been created in MATLAB environment and it is capable to simulate the prediction of radio signal envelope by Clark’s model of radio channel, which is implemented to the simulator. Simulations were realized for prediction range 0.41 ms and 6.24 ms and as comparing criterion we used the prediction error. It is clear from simulations, that with the duration of prediction the prediction error is enlarging, which may cause the erroneous decision of adaptation algorithms.
In this article there is the description Kalman filter using as a radio channel state predictor. Simulator of prediction has been created in MATLAB environment and it is capable to simulate the prediction of radio signal envelope by Clark’s model of radio channel, which is implemented to the simulator. Simulations were realized for prediction range 0.41 ms and 6.24 ms and as comparing criterion we used the prediction error. It is clear from simulations, that with the duration of prediction the prediction error is enlarging, which may cause the erroneous decision of adaptation algorithms.
Idioma: sk

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