Studies in Statistical Signal Processing.

Abstract

Several new results in the modeling, analysis and prediction of nonstationary second order processes have been developed. They include (1) the derivation of constant-parameter lattice filters for general nonstationary processes; (2) the development of fast algorithms for adaptive filtering with fixed-order transversal filters, including modifications necessary to ensure stability and convergence with finite precision computations; (3) the invention of a new adaptive beam-forming array for separating coherent (completely correlated) signals and interference. Two Ph.D theses have been completed during this period, H. Lev-Ari, 'Nonstationary Lattice-Filter Modeling', December 1983 and J. M. Cioffi, 'Fast Transversal Filters for Communications Applications,' March 1984.

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Document Details

Document Type
Technical Report
Publication Date
Aug 28, 1984
Accession Number
ADA147130

Entities

People

  • Thomas Kailath

Organizations

  • Stanford University

Tags

Communities of Interest

  • Human Systems
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Algorithms
  • Angle Of Arrival
  • Arrays
  • Availability
  • Beam Forming
  • Classification
  • Data Transmission
  • Digital Filters
  • Digital Signal Processing
  • Filters
  • Filtration
  • Information Theory
  • Position (Location)
  • Signal Processing
  • Stationary Processes
  • Stochastic Processes
  • Theses

Fields of Study

  • Engineering

Readers

  • Calculus or Mathematical Analysis
  • Phased Array Antenna Design.
  • Technical Research and Report Writing.