DocumentCode :
1271334
Title :
Wideband Weyl symbols for dispersive time-varying processing of systems and random signals
Author :
Iem, Byeong-Gwan ; Papandreou-Suppappola, Antonia ; Boudreaux-Bartels, G. Faye
Author_Institution :
Electron. Dept., Kangnung Nat. Univ., Kangwon, South Korea
Volume :
50
Issue :
5
fYear :
2002
fDate :
5/1/2002 12:00:00 AM
Firstpage :
1077
Lastpage :
1090
Abstract :
We extend the narrowband Weyl symbol (WS) and the wideband PO -Weyl symbol (PoWS) for dispersive time-frequency (TF) analysis of nonstationary random processes and time-varying systems. We obtain the new TF symbols using unitary transformations on the WS and the PO WS. For example, whereas the WS is matched to systems with constant or linear TF characteristics, the new symbols are better matched to systems with dispersive (nonlinear) TF structures. This results from matching the geometry of the unitary transformation to the specific TF characteristics of a system. We also develop new classes of smoothed Weyl symbols that are covariant to TF shifts or time shift and scaling system transformations. These classes of symbols are also extended via unitary warpings to obtain classes of TF symbols covariant to dispersive shifts. We provide examples of the new symbols and symbol classes, and we list some of their desirable properties. Using simulation examples, we demonstrate the advantage of using TF symbols that are matched to the changes in the TF characteristics of a system or random process. We also provide new TF formulations for matched detection applications
Keywords :
dispersive channels; random processes; signal detection; signal representation; time-frequency analysis; time-varying channels; dispersive shifts; dispersive time-frequency analysis; dispersive time-varying processing; matched detection; narrowband Weyl symbol; nonlinear time-frequency structures; nonstationary random processes; quadratic time-frequency representations; random process; random signals; scaling system transformation; simulation; smoothed Weyl symbols; time shift transformation; time-varying systems; unitary transformation; unitary transformations; unitary warpings; wideband Weyl symbols; wireless communication channels; Dispersion; Frequency; Geometry; Narrowband; Nonlinear systems; Random processes; Signal analysis; Signal processing; Time varying systems; Wideband;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.995064
Filename :
995064
Link To Document :
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