Application of cumulant TVHOS to the analysis of composite FM signals in multiplicative and additive noise

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Application of cumulant TVHOS to the analysis of composite FM signals in multiplicative and additive noise

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dc.contributor.author Boashash, Boualem
dc.contributor.author Ristic, Branko
dc.date.accessioned 2011-06-05T07:31:05Z
dc.date.available 2011-06-05T07:31:05Z
dc.date.issued 1993
dc.identifier.citation Proc. SPIE 2027, 245 (1993) en_US
dc.identifier.other doi:10.1117/12.160439
dc.identifier.uri http://hdl.handle.net/10576/10699
dc.description This is an extended paper that deals with the representation and analysis of FM signals in multiplicative and additive noise, with more details dealing with 2 important questions; it extends the corresponding ICASSP paper. A software package that calculates IF estimates and TFDs can be downloaded from the web site: www.time-frequency.net en_US
dc.description.abstract The paper addresses two questions of time-varying higher-order spectra (TVHOS), whose solutions are essential for the further development of these methods and their applicability to a wide range of situations. They are: (1) defining cumulant TVHOS and (2) predicting the behavior of TVHOS of composite signals. It is shown first that the cumulant Wigner-Ville trispectrum (as a particular member of cumulant TVHOS), can preserve the essential properties of cumulant higher-order spectra (e.g., eliminates Gaussian additive noise) and at the same time is able to characterize the time-variations of the signal's spectral (i.e., trispectral) content. Secondly, when dealing with composite FM signals, a special kind of `non-oscillating cross-terms' appear in the moment TVHOS time-frequency subspace. These cross-terms cannot be eliminated by smoothing the WVT, but rather by appropriate slicing of the full time-multi-frequency space. en_US
dc.language.iso en en_US
dc.publisher SPIE en_US
dc.subject time-varying higher order spectra en_US
dc.subject TVHoS en_US
dc.subject linear FM signals en_US
dc.subject multiplicative noise en_US
dc.subject Polynomial WVD en_US
dc.subject cumulant Wigner-Ville tri-spectrum en_US
dc.subject time-frequency analysis en_US
dc.subject non-Gaussian processes en_US
dc.subject time-varying frequency en_US
dc.subject higher-order statistics en_US
dc.subject cross-terms en_US
dc.title Application of cumulant TVHOS to the analysis of composite FM signals in multiplicative and additive noise en_US
dc.type Article en_US

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