Advanced Topics in System and Signal Theory: A Mathematical Approach - Couverture souple

Pohl, Volker; Boche, Holger

 
9783642260964: Advanced Topics in System and Signal Theory: A Mathematical Approach

Synopsis

The requirement of causality in system theory is inevitably accompanied by the appearance of certain mathematical operations, namely the Riesz proj- tion,theHilberttransform,andthespectralfactorizationmapping.Aclassical exampleillustratingthisisthedeterminationoftheso-calledWiener?lter(the linear, minimum means square error estimation ?lter for stationary stochastic sequences [88]). If the ?lter is not required to be causal, the transfer function of the Wiener ?lter is simply given by H(?)=? (?)/? (?),where ? (?) xy xx xx and ? (?) are certain given functions. However, if one requires that the - xy timation ?lter is causal, the transfer function of the optimal ?lter is given by 1 ? (?) xy H(?)= P ,?? (??,?] . + [? ] (?) [? ] (?) xx + xx? Here [? ] and [? ] represent the so called spectral factors of ? ,and xx + xx? xx P is the so called Riesz projection. Thus, compared to the non-causal ?lter, + two additional operations are necessary for the determination of the causal ?lter, namely the spectral factorization mapping ? ? ([? ] ,[? ] ),and xx xx + xx? the Riesz projection P .

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Présentation de l'éditeur

In an in-depth analysis of selected methods in signal and system theory that apply to problems in communications, stochastic processes and optimal filter theory, the authors take a functional analysis and operator theoretic approach to linear system theory

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Autres éditions populaires du même titre

9783642036385: Advanced Topics in System Theory and Signal Processing

Edition présentée

ISBN 10 :  3642036384 ISBN 13 :  9783642036385
Editeur : Springer-Verlag Berlin and Heide..., 2009
Couverture rigide