• DocumentCode
    427915
  • 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
  • Volume
    1
  • fYear
    2004
  • fDate
    26-29 Sept. 2004
  • Firstpage
    28
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference, 2004. VTC2004-Fall. 2004 IEEE 60th
  • ISSN
    1090-3038
  • Print_ISBN
    0-7803-8521-7
  • Type

    conf

  • DOI
    10.1109/VETECF.2004.1399911
  • Filename
    1399911