DocumentCode
774650
Title
Multipath channel modeling with chaotic attractors
Author
Costamagna, Eugenio ; Favalli, Lorenzo ; Gamba, Paolo
Author_Institution
Dipt. di Elettronica, Pavia Univ., Italy
Volume
90
Issue
5
fYear
2002
fDate
5/1/2002 12:00:00 AM
Firstpage
842
Lastpage
859
Abstract
Previous works have introduced models based on deterministic chaos equations, aiming to simulate transmission processes over mobile radio digital channels at the level of the post detection error stochastic process and to reproduce their renewal or nonrenewal behaviors. In particular bursts and clusters of errors are generated by these models, exploiting the correlation between successive points sampled from the trajectories of suitable strange attractors. In this paper chaos equation models are reviewed and relevant results are discussed. Different approaches have been tested, using one or more attractors, and calling for light or heavy preprocess procedures to cope with the statistical characteristics of target gap-time series. Models derived from hidden Markov chains have been implemented to provide comparison of results. Target sequences were supplied by simulation of digital enhanced cordless telecommunications (DECT) channels or derived from reception of DECT signals by a mobile unit in indoor environments
Keywords
chaos; cordless telephone systems; digital radio; digital simulation; hidden Markov models; land mobile radio; multipath channels; time series; DECT channels simulation; DECT signals reception; chaos equation models; chaotic attractors; correlation; deterministic chaos equations; digital enhanced cordless telecommunications; error bursts; error clusters; gap-time series; heavy pre-process procedure; hidden Markov chains; indoor environments; light pre-process procedure; mobile radio digital channels; mobile unit; multipath channel modeling; nonrenewal behavior; post detection error stochastic process; renewal behavior; statistical characteristics; strange attractors; target sequences; AWGN; Additive white noise; Chaos; Electromagnetic interference; Electromagnetic propagation; Equations; Gaussian noise; Multipath channels; Ray tracing; Stochastic processes;
fLanguage
English
Journal_Title
Proceedings of the IEEE
Publisher
ieee
ISSN
0018-9219
Type
jour
DOI
10.1109/JPROC.2002.1015010
Filename
1015010
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