Track Purity and Current Assignment Ratio for Target Tracking and Identification Evaluation

Abstract

Performance evaluation of simultaneous tracking and identification (STID) systems consists of measures of performance, measures of effectiveness, and measures of force effectiveness. To investigate the capability of STID, we extend track purity to a current assignment ratio. Track purity determines the correctly associated measurements for a given scan where as the Current Assignment Ratio (CAR) determines the correct measurements for a given track. Using the CAR aids sensor management algorithms in determining which targets have robust features for target identification in clutter, such that the target can be tracked. The CAR enables effectiveness evaluation of STID systems for mission success. In the paper, we review the fusion performance evaluation literature, outline STID metrics and demonstrate the use of the CAR in a scenario.

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Document Details

Document Type
Technical Report
Publication Date
Jul 01, 2011
Accession Number
ADA565839

Entities

People

  • Erik P. Blasch
  • Pierre Valin

Organizations

  • DRDC Valcartier

Tags

Communities of Interest

  • Autonomy
  • C4I
  • Sensors
  • Space
  • Weapons Technologies

DTIC Thesaurus Topics

  • Accuracy
  • Algorithms
  • Classification
  • Command And Control
  • Data Association
  • Detection
  • Detectors
  • Identification
  • Information Science
  • Measurement
  • Measures Of Effectiveness
  • Military Research
  • Multitarget Tracking
  • Operations Research
  • Pattern Recognition
  • Situational Awareness
  • Target Tracking

Readers

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  • Organic Chemistry
  • Systems Analysis and Design