• DocumentCode
    1425527
  • Title

    A tensor approach to higher order expectations of chaotic trajectories. II. Application to chaos-based DS-CDMA in multipath environments

  • Author

    Mazzini, Gianluca ; Rovatti, Riccardo ; Setti, Gianluca

  • Author_Institution
    Ferrara Univ., Italy
  • Volume
    47
  • Issue
    11
  • fYear
    2000
  • fDate
    11/1/2000 12:00:00 AM
  • Firstpage
    1584
  • Lastpage
    1596
  • Abstract
    For pt. I see ibid., vol. 47, no. 11, p. 1571-1583 (2000). Chaos-based DS-CDMA systems in presence of a dispersive channel are analyzed to obtain analytical expression for key quantities involved in performance evaluation. To do so a simple but realistic exponential model for dispersive channel characterization is adopted to derive an estimation of the magnitude of error causes in terms of second-, third- and fourth-order correlation properties of the spreading sequences. These properties are analytically computed by choosing a suitable set of chaotic-maps for sequences generation and using some tools from the general theory developed in the companion paper. Such a theory expresses higher order expectations as products between tensors made of the spreading symbols and tensors accounting for the mixed causal-stochastic nature of the chaotic generators. The factorization of these tensors naturally leads to a handy exponential form for correlations. With this a closed form is given for the variances of disturbing terms which, under the standard Gaussian assumption, determine the system performance. Such closed forms are finally exploited to optimize the performance of the system under different channel and load conditions, showing an improvement over what can be obtained by some classical spreading sequences
  • Keywords
    Gaussian processes; chaos; code division multiple access; correlation theory; multipath channels; sequences; spread spectrum communication; tensors; chaos-based DS-CDMA; chaotic generators; chaotic maps; chaotic trajectories; correlation properties; dispersive channel characterization; disturbing terms; error causes; exponential model; factorization; higher order expectations; mixed causal-stochastic nature; multipath environments; performance evaluation; sequences generation; spreading sequences; spreading symbol; standard Gaussian assumption; tensor approach; Art; Chaos; Chaotic communication; Communication systems; Dispersion; Interchannel interference; Multiaccess communication; Performance analysis; System performance; Tensile stress;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7122
  • Type

    jour

  • DOI
    10.1109/81.895326
  • Filename
    895326