Continued fractions and Szego polynomials in frequency analysis and related topics

Citation
Wb. Jones et V. Petersen, Continued fractions and Szego polynomials in frequency analysis and related topics, ACT APPL MA, 61(1-3), 2000, pp. 149-174
Citations number
83
Categorie Soggetti
Mathematics
Journal title
ACTA APPLICANDAE MATHEMATICAE
ISSN journal
01678019 → ACNP
Volume
61
Issue
1-3
Year of publication
2000
Pages
149 - 174
Database
ISI
SICI code
0167-8019(200005)61:1-3<149:CFASPI>2.0.ZU;2-6
Abstract
This paper is an expository survey of recent research on the application of Szego polynomials and PPC-continued fractions to the frequency analysis pr oblem described as follows: We want to determine the unknown frequencies om ega(1), omega(2), ..., omega(I) from a sample of N observed values x(N)(m), m = 0, 1, ..., N - 1, arising from a continuous waveform that is the super position of a finite number of sinusoidal waves with frequencies omega(1), omega(2), ..., omega(I). The method is based on the property that certain z eros of the Szego polynomials (and poles of the PPC-fraction approximants) converge (as N --> infinity) to the frequency points e(i omega j), j = +/- 1, +/- 2, ..., +/- I. The remaining zeros are bounded away from the unit ci rcle \z\ = 1, as N --> infinity. The Levinson algorithm is used to construc t the Szego polynomials and PPC-fractions from the values x(N)(m). A discus sion is given on connections between the topics: Caratheodory functions, th e trigonometric moment problem, Szego polynomials and PPC-fractions. We als o describe applications to Doppler radar, medicine, speech processing, spee ch therapy, meteorology and ocean tides.