×

Nontrivial harmonic waves with positive instantaneous frequency. (English) Zbl 1275.94014

Summary: The concept of time-varying frequency is fundamental in communications and nature. One description of a time-varying frequency is the instantaneous frequency of a signal. Our concern is the design of analytic signals with nonlinear phase and positive instantaneous frequency. In this paper, a kind of nontrivial orthonormal harmonic waves are derived by applying the Gram-Schmidt procedure to the Blaschke products. Furthermore, we show the orthonormal harmonic waves satisfy the analytic condition and have positive instantaneous frequencies which are tightly associated with the average frequencies of the two mono-component analytic signals at each time. As a consequence, non-stationary signals can be decomposed into the superposition of nontrivial harmonic waves. Related conclusions are established for the orthonormal analytic signals on the whole time range.

MSC:

94A12 Signal theory (characterization, reconstruction, filtering, etc.)
78A40 Waves and radiation in optics and electromagnetic theory
PDF BibTeX XML Cite
Full Text: DOI

References:

[1] Achieser, N.I., Theory of approximation, (1956), Frederick Ungar New York, (C.J. Hyman, Trns.) · Zbl 0072.28403
[2] Akcay, H.; Islam, S.M.; Ninness, B., Identification of power transformer models from frequency response data: A case study, Signal processing, 68, 307-315, (1998) · Zbl 0909.93052
[3] Akcay, H.; Ninness, B., Orthonormal basis functions for modelling continuous-time systems, Signal processing, 77, 261-274, (1999) · Zbl 0941.94002
[4] Akcay, H.; Ninness, B., Rational basis functions for modelling continuous-time systems, Automatica, 34, 1101-1117, (1998) · Zbl 0959.93012
[5] Bedrosian, E., A product theorem for Hilbert transform, Proceedings of the IEEE, 51, 868-869, (1963)
[6] Broom, P.W., Discrete orthonomal sequences, Journal of the association for computing machinery, 12, 2, 151-168, (1965)
[7] Chen, Q.H.; Li, L.Q.; Qian, T., Two families of unit analytic signals with nonlinear phase, Physica D: nonlinear phenomena, 221, 1-12, (2006) · Zbl 1104.94004
[8] Cohen, L., Time – frequency analysis, (1995), Prentice-Hall Englewood Cliffs, NJ
[9] Doroslovacki, M.I., On nontrivial analytic signals with positive instantaneous frequency, Signal processing, 83, 655-658, (2003) · Zbl 1144.94329
[10] Gabor, D., Theory of communications, Journal of IEEE, III, 429-457, (1946)
[11] Gottieb, M.J., Concerning some polynomials orthogonal on a finite or enumerable set points, American journal of mathematics, 60, 453-458, (1938) · JFM 64.0329.01
[12] Garnett, J.B., Bounded analytic functions, (1987), Academic Press
[13] Huang, N.E.; Shen, Z.; Long, S.R.; Wu, M.C.; Shih, H.H.; Zheng, Q.; Yen, N.-C.; Tung, C.C.; Liu, H.H., The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis, Proceedings of the royal society of London. series A, 454, 903-995, (1998) · Zbl 0945.62093
[14] Ninness, B.; Gustafsson, F., A unifying construction of orthonormal bases for system identification, IEEE transactions on automatic control, 42, 515-521, (1997) · Zbl 0874.93034
[15] Picinbono, B., On instantaneous amplitude and phase of signals, IEEE transactions on signal processing, 45, 3, 552-560, (1997)
[16] Qian, T.; Chen, Q.H.; Li, L.Q., Analytic unit quadrature signals with nonlinear phase, Physica D: nonlinear phenomena, 203, 80-87, (2005) · Zbl 1070.94504
[17] Qian, T., Characterization of boundary values of functions in Hardy spaces with applications in signal analysis, Journal of integral equations and applications, 17, 159-198, (2005) · Zbl 1086.30035
[18] Qian, T., Mono-components for decomposition of signals, Mathematical methods in applied sciences, 29, 1187-1198, (2006) · Zbl 1104.94005
[19] Qian, T., Unit analytic signals and harmonic measures, Journal of mathematical analysis and applications, 314, 526-536, (2006) · Zbl 1082.94006
[20] Vakman, D.E.; Vainshtein, L.A., Amplitude, phase, frequency-fundamental concepts of oscillation theory, Soviet physics uspekhi, 20, 1002-1016, (1978)
[21] Walsh, J.L., ()
[22] X.G. Xia, L. Cohen, On analytic signals with nonnegative instantaneous frequency, in: Proceedings of the ICASSP-99, Phoenix, Paper 1483, March 1999
[23] Zgmund, A., Trigonometric series, (1968), Cambridge University Press Cambridge
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. It attempts to reflect the references listed in the original paper as accurately as possible without claiming the completeness or perfect precision of the matching.