Adaptive Filtering and Estimation for Control and Target Tracking

Abstract

The main objectives of this project were to develop real-time numerical algorithms for adaptive filtering, identification, and control. Derivation of mathematical theory to analyze and predict the performance of the adaptive algorithms in the presence or unmodeled noise also was an important part of the project. Much of the research was aimed at supporting Airborne Laser-related research at the Air Force Research Laboratory. The algorithms developed were designed especially for the adaptive optics, adaptive image processing and target tracking, and blind identification and deconvolution.

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Document Details

Document Type
Technical Report
Publication Date
Dec 06, 1999
Accession Number
ADA386950

Entities

People

  • J. S. Gibson

Organizations

  • University of California, Los Angeles

Tags

Communities of Interest

  • Biomedical
  • Materials and Manufacturing Processes
  • Sensors
  • Space

DTIC Thesaurus Topics

  • Adaptive Optics
  • Air Force
  • Air Force Research Laboratories
  • Algorithms
  • Atmospheric Motion
  • Control Systems
  • Deformable Mirrors
  • Distortion
  • Engineering
  • Filtration
  • Identification
  • Image Processing
  • Image Restoration
  • Military Research
  • Optics
  • Phase Distortion
  • Target Tracking

Fields of Study

  • Engineering

Readers

  • Computational Modeling and Simulation
  • Image Processing and Computer Vision.
  • Sensor Fusion and Tracking Systems.

Technology Areas

  • Directed Energy