Cooperative Estimation of Targets by Multiple Aircraft

Abstract

A cooperative estimator of aerial target motion was designed and evaluated using an Extended Kalman Filter and a Monte-Carlo simulation. The estimator was designed to combine tracking information from two cooperating fighter aircraft which are tracking a single aerial target in either range and angle, or in angle-only. The cooperation occurs when information, in the form of raw measurements or state estimates, is transferred between aircraft via a telemetry link. The design and evaluation were both preliminary in the sense that necessary information about attackers' relative position and orientation was assumed error-free, that transmission delays and other details of a data link were not included, tracker errors were modeled as white noise, and timing and word-length constraints of actual real-time filter software was not addressed.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 1980
Accession Number
ADA085799

Entities

People

  • Ralph S. Bryan

Organizations

  • Air Force Institute of Technology

Tags

Communities of Interest

  • Air Platforms
  • Autonomy
  • Sensors
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force
  • Aircrafts
  • Algorithms
  • Data Science
  • Data Transmission
  • Differential Equations
  • Estimators
  • Fighter Aircraft
  • Information Processing
  • Information Science
  • Kalman Filters
  • Mathematical Filters
  • Monte Carlo Method
  • Plastic Explosives
  • Simulations
  • Statistical Algorithms
  • Statistical Analysis

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Aerospace Test and Evaluation
  • Sensor Fusion and Tracking Systems.