Title :
Modeling the mobile radio channel using theory of dynamics $reconstruction of dynamics by differential equations
Author :
Bug, Steffen ; Jakoby, Rolf
Author_Institution :
Inst. of Microwave Eng., Technische Univ. Darmstadt, Germany
Abstract :
In two recently published papers, we have been able to show that modeling a mobile radio channel is possible in principal by the use of a low-dimensional dynamical process instead of traditionally used stochastic processes like e.g. Rayleigh- or Rice-fading. In this paper, we give an introduction to the most important analyzing methods taken from the theory of dynamics, which can show that the multi-path propagation, which is a basic for mobile channel modeling, can be modeled by a low-dimensional set of deterministic differential equations. Furthermore, we establish an algorithm to reconstruct these differential equations based on analyses that take into account the dynamical dimension and average mutual information. In conclusion, we discuss the first performance results of this synthesizing algorithm.
Keywords :
differential equations; mobile radio; multipath channels; nonlinear dynamical systems; average mutual information; deterministic differential equations; dynamical model reconstruction; low-dimensional dynamical process; mobile radio channel modeling; multipath propagation; nonlinear dynamics; nonlinear signal processing; theory of dynamics; Algorithm design and analysis; Differential equations; Information analysis; Land mobile radio; Microwave theory and techniques; Mutual information; Probability density function; Signal processing algorithms; Signal synthesis; Stochastic processes;
Conference_Titel :
Vehicular Technology Conference, 2004. VTC2004-Fall. 2004 IEEE 60th
Print_ISBN :
0-7803-8521-7
DOI :
10.1109/VETECF.2004.1399911