Title

Efficient Modeling Of Dominant Transform Components Representing Time-Varying Signals

Comments

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Keywords

Engineering; Electrical & Electronic

Abstract

The mixed transform representation of time-varying signals uses partial sets of basis functions from the discrete Fourier transform (DFT) and the Walsh-Hadamard transform. The location, magnitude, and phase of the transform components have to be specified for proper signal reconstruction. A least-squares IIR (infinite impulse response) algorithm, in the transformed domains, which fits each of the retained subsets of the complex transform components accurately, is presented. The IIR function, while characterized by real coefficients about twice the number of the retained complex transform components, carries enough location, magnitude, and phase information for accurate signal reconstruction. To illustrate the technique's accuracy and efficiency, its application to model the DFT part of a voice speech segment is given.

Journal Title

IEEE Transactions on Circuits and Systems

Volume

36

Issue/Number

2

Publication Date

1-1-1989

Document Type

Letter

Language

English

First Page

331

Last Page

334

WOS Identifier

WOS:A1989T164600025

ISSN

0098-4094

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