Maurice Bellanger's Adaptive Digital Filters (Signal Processing and PDF

By Maurice Bellanger

ISBN-10: 0824705637

ISBN-13: 9780824705633

This article emphasizes the tricky dating among adaptive filtering and sign research - highlighting stochastic strategies, sign representations and houses, analytical instruments, and implementation equipment. This moment version comprises new chapters on adaptive options in communications and rotation-based algorithms. It offers sensible functions in details, estimation, and circuit theories.

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Extra resources for Adaptive Digital Filters (Signal Processing and Communications)

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M. Kay and S. L. Marple, ‘‘Spectrum Analysis: A Modern Perspective,’’ Proc. IEEE 69, 1380–1419 (November 1981). V. F. Pisarenko, ‘‘The Retrieval of Harmonics from a Covariance Function,’’ Geophysical J. Royal Astronomical Soc. 33, 347–366 (1973). D. E. Dudgeon and R. M. , 1984. Y. Grenier, ‘‘Time Dependent ARMA Modeling of Non Stationary Signals,’’ IEEE Transactions ASSP-31, 899–911 (August 1983). L. R. Rabiner and R. W. , 1978. Copyright n 2001 by Marcel Dekker, Inc. All Rights Reserved.

10 Extraction of the regular component in a signal. 124). On the contrary, AðzÞ is the unique prediction error filter of xðnÞ. Finally, the spectrum Sðe j! Þ of the unpredictable signal xðnÞ is a sum Sðe j! Þ ¼ Sr ðe j! Þ þ Sp ðe j! Þ ð2:139Þ where Sr ðe j! Þ is the continuous spectrum of the regular signal xr ðnÞ, and Sp ðe j! Þ is the line spectrum of the deterministic component, the two components being uncorrelated. 11. HARMONIC DECOMPOSITION The fundamental decomposition is used in signal analysis as a reference for selecting a strategy [11].

10. 11. 12. 13. 14. 15. TM T. W. Anderson, The Statistical Analysis of Time Series, Wiley, New York, 1971. G. E. P. Box and G. M. Jenkins, Time Series Analysis: Forecasting and Control, Holden-Day, San Francisco, 1976. J. E. Cadzow and H. , 1985. A. V. Oppenheim, A. S. Willsky, and I. T. , 1983. W. B. Davenport, Probability and Random Processes, McGraw-Hill, New York, 1970. T. J. Terrel, Introduction to Digital Filters, Wiley, New York, 1980. D. Graupe, D. J. Krause, and J. B. Moore, ‘‘Identification of ARMA Parameters of Time Series,’’ IEEE Transactions AC-20, 104–107 (February 1975).

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Adaptive Digital Filters (Signal Processing and Communications) by Maurice Bellanger


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