Title :
Minimization of the Prediction Error of the Radio Communication Channel State Using Adaptive Setting of Prediction Range
Author :
Ziacik, P. ; Wieser, Vladimir
Author_Institution :
Microstep-HDO s.r.o., Bratislava
Abstract :
Adaptive setting of the radio signal envelope prediction range according to the mobile station speed has to ensure minimization of the prediction error while maximizing the prediction gain. The paper deals with the analysis of the effect of prediction range length on the prediction error of the radio communication channel state. Results of the simulation in Matlab are applicable in optimal radio channel adaptation methods.
Keywords :
3G mobile communication; Kalman filters; Rayleigh channels; mathematics computing; prediction theory; radiocommunication; telecommunication computing; wireless channels; 3G mobile communication; Kalman filters; Matlab; Rayleigh fade envelope; adaptive setting; mobile station speed; optimal radio channel adaptation methods; prediction error; prediction gain; radio communication channel state; radio signal envelope prediction range; 3G mobile communication; Communication channels; Computational modeling; Computer simulation; Frequency; Mobile computing; Predictive models; Probability distribution; Radio communication; Telecommunications; 3G mobile communication network; Adaptive setting of the prediction range; Kalman filter; Rayleigh fade envelope;
Conference_Titel :
Radioelektronika, 2007. 17th International Conference
Conference_Location :
Brno
Print_ISBN :
1-4244-0821-0
Electronic_ISBN :
1-4244-0822-9
DOI :
10.1109/RADIOELEK.2007.371661