An Overview of Recursive Least Squares Estimation and Lattice Filters.

Abstract

This overview presents the derivation of the recursive least squares lattice filter using a recursive extension of the standard block data Levinson least squares solution. The linear predictor filter presented here has been widely used for synthesis of speech waveforms, deconvolution of seismic data, high resolution spectral estimation, adaptive line enhancement, adaptive noise cancelling and adaptive antenna array processing. The ideas embodied in this estimation technique are derived from the work of many individuals since 1970.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 1984
Accession Number
ADA137554

Entities

People

  • J. M. Turner

Organizations

  • Stanford University

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Algorithms
  • Computational Complexity
  • Computations
  • Computers
  • Data Science
  • Delay Lines
  • Digital Filters
  • Electrical Engineering
  • Estimators
  • Information Processing
  • Information Science
  • Signal Processing
  • Speech Compression
  • Square Roots
  • Statistical Algorithms
  • Transfer Functions
  • Wave Propagation

Fields of Study

  • Engineering

Readers

  • Phased Array Antenna Design.
  • Radar Systems Engineering.
  • Systems Analysis and Design