Download e-book for iPad: Adaptive inverse control: a signal processing approach by Bernard Widrow

By Bernard Widrow

ISBN-10: 0470226099

ISBN-13: 9780470226094

Now that includes a revised preface that emphasizes the assurance of either keep an eye on platforms and sign processing, this reissued version of Adaptive Inverse keep an eye on takes a unique procedure that isn't on hand in the other book.Written through pioneers within the box, Adaptive Inverse keep an eye on provides tools of adaptive sign processing which are borrowed from the sector of electronic sign processing to unravel difficulties in dynamic structures regulate. This special approach permits engineers in either fields to proportion instruments and strategies. in actual fact and intuitively written, Adaptive Inverse keep watch over illuminates thought with an emphasis on sensible purposes and common sense figuring out. It covers: the adaptive inverse regulate thought; Weiner filters; adaptive LMS filters; adaptive modeling; inverse plant modeling; adaptive inverse regulate; different configurations for adaptive inverse keep an eye on; plant disturbance canceling; procedure integration; Multiple-Input Multiple-Output (MIMO) adaptive inverse regulate structures; nonlinear adaptive inverse keep watch over platforms; and more.Complete with a word list, an index, and bankruptcy summaries that consolidate the data provided, Adaptive Inverse keep an eye on is acceptable as a textbook for complex undergraduate- and graduate-level classes on adaptive keep an eye on and likewise serves as a beneficial source for practitioners within the fields of regulate platforms and sign processing.

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88] K. ASTROM, and B. WITTENMAKK, Adaptive control (Reading, Mass: AddisonWesley, 1989). V. P. R. and A. KEZER,“New developmentsin thedesignof adaptivecontrol systems,” Paper No. 6 1-39, Institute of Aeronautical Sciences, February 1961. F. D. N , P ~ W E I ,and L , A. EMAMI-NAEINI. : Addison-Wesley, 1986). F. D. L. WORKMAN, Digital control of dynamic systems, 2nd ed. : Addison-Wesley. 1990). [92) K . OCATA,Modern control engineering, 2nd cd. (Englewood Cliffs: Prentice Hall, 1990). F. SPECHT, “Generation of polynomial discriminant functions for pattern recogni- tion,” IEEE Trans.

Vol. 48 (January 1969), pp. 55-70. M. SONDHI, “An adaptive echo canceller,” Bell Syst. , Vol. 46 (March 1967), pp. 497-5 11. G. PROAKIS, Digital communications (New York: McGraw-Hill, 1983). W. LUCKY,J. J. , Principles ofdata communication (New York: McGraw-Hill, 1968). D. F. B. WEINSTEIN, Data communicationsprinciples (New York: Plenum Press, 1992). “Adaptive equalization-a comprehensive review,” IEEE Communica[28] S. QURESHI, tions Magazine (March 1982), pp. 9-16. G. PROAKIS, “Adaptive digital filters for equalization of telephone channels,” IEEE Trans.

The one that converges faster is the more efficient. It is shown that when the input of an adaptive filter is stationary and the eigenvalues are equal or close in value, the LMS algorithm performs at a level of efficiency close to a theoretical maximum. When the eigenvalues are highly disparate, an algorithm similar to LMS but based on Newton’s method would be needed to approach the theoretical maximum in efficiency. For nonstationary inputs, the conventional steepest-descent LMS algorithm performs with close to maximum efficiency [77].

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Adaptive inverse control: a signal processing approach by Bernard Widrow

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