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
Link To Document :
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