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Proceedings Paper

Signal analysis applications of nonlinear dynamics and higher-order statistics
Author(s): James C. Solinsky; John J. Feeney
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Paper Abstract

The use of higher-order statistics (HOS) in acoustic, and financial signal analysis applications is outlined in theory and followed with specific data examples. HOS analysis is used to identify data regions of interest, and nonlinear dynamics (ND) analysis is used in a 4D embedded space to show structural density changes resulting from the HOS regions. A second-order statistical comparison is made with the same data processed to have random Fourier phase, since the HOS information is contained in this nonrandom phase. These empirical results indicate that HOS data regions are structural distortions to a second-order planar disk in the 4D ND analysis space.

Paper Details

Date Published: 1 March 1994
PDF: 19 pages
Proc. SPIE 2037, Chaos/Nonlinear Dynamics: Methods and Commercialization, (1 March 1994); doi: 10.1117/12.167522
Show Author Affiliations
James C. Solinsky, Science Applications International Corp. (United States)
John J. Feeney, Science Applications International Corp. (United States)


Published in SPIE Proceedings Vol. 2037:
Chaos/Nonlinear Dynamics: Methods and Commercialization
Helena S. Wisniewski, Editor(s)

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