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Wideband chaotic signal analysis and processing

Posted on:2008-05-10Degree:Ph.DType:Dissertation
University:The University of Texas at El PasoCandidate:Garces Guzman, HectorFull Text:PDF
GTID:1448390005454284Subject:Engineering
Abstract/Summary:
This dissertation extends the work on the characterization of Chaos-Based Frequency Modulated (CBFM) signals, Chaos-Based Phase Modulated (CBPM) signals and the one-dimensional chaotic maps from which they are derived for radar imaging applications. This work is expected to contribute to broadening the frontiers of understanding in the area of high range-Doppler resolution radar imaging. For this purpose, a technique to determine analytically the invariant densities for one-dimensional chaotic maps is developed, and the condition for a minimum correlation for the one-dimensional chaotic maps is determined. Also, a signal processing approach that yields an FM signal derived from a chaotic one-dimensional map, with a spectral shape determined by the invariant pdf of the map is developed. Self-synchronization is critical in passive radar applications. Accordingly, an evaluation of the conditions for synchronization of one-dimensional chaotic maps and CBPM signals is presented.
Keywords/Search Tags:Chaotic, Signal
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