1 March 1994 Signal analysis applications of nonlinear dynamics and higher-order statistics
Author Affiliations +
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.
© (1994) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
James C. Solinsky, James C. Solinsky, John J. Feeney, John J. Feeney, } "Signal analysis applications of nonlinear dynamics and higher-order statistics", Proc. SPIE 2037, Chaos/Nonlinear Dynamics: Methods and Commercialization, (1 March 1994); doi: 10.1117/12.167522; https://doi.org/10.1117/12.167522
PROCEEDINGS
19 PAGES


SHARE
Back to Top