Parametric Time-Scale Methods in Signal Analysis

Abstract

The researchers have separated the Kaiser-Teager algorithm for separating the contributions of the amplitude modulation and frequency modulation of a signal consisting of multiple components. To achieve this separation, they use an instantaneous non-linear operator, which turns out to be the determinant of a Toeplitz matrix formed with the signal samples. Because of its instantaneously adaptive nature, they can use this algorithm to track parameter variations are not too rapid. The researchers demonstrate this using a synthetic signal containing two AM-FI4 signal components and a speech signal. They also point out the methods relationship to Prony's method. The researchers proposed a demodulator-filter approach for tracking harmonic signals and applied it to speech processing.

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Document Details

Document Type
Technical Report
Publication Date
Jun 30, 1993
Accession Number
ADA274212

Entities

People

  • R. Kumaresan

Organizations

  • University of Rhode Island

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Amplitude Modulation
  • Demodulators
  • Electrical Engineering
  • Engineering
  • Equations
  • Frequency
  • Frequency Bands
  • Frequency Modulation
  • Frequency Response
  • Language
  • Modulation
  • Numerical Analysis
  • Rhode Island
  • Sequences
  • Signal Processing
  • Transfer Functions

Fields of Study

  • Engineering

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Approximation Theory.
  • Speech Processing/Speech Recognition.