The Influence of Physical System Parameters on the Performance of Adaptive Filters for System Identification of Mechanical Systems.

Abstract

Recursive and nonrecursive least mean square adaptive filters were used to predict the output of various mechanical systems for a given input. The effects of quality factor (Q), dispersion and transmission time on adaptive filter performance were investigated. Optimal filter delay times and tap weight vector lengths were determined.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 1996
Accession Number
ADA319478

Entities

People

  • Michael R. Dargel

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Acoustics
  • Adaptive Filters
  • Adaptive Systems
  • Algorithms
  • Dispersions
  • Filters
  • Frequency
  • Frequency Response
  • Identification
  • Magnetic Fields
  • Materials
  • Resonant Frequency
  • Signal Processing
  • Sine Waves
  • Square Waves
  • Vibration
  • Wave Propagation

Fields of Study

  • Engineering

Readers

  • Computational Modeling and Simulation
  • Phased Array Antenna Design.