JOURNAL ARTICLE

<title>Fuzzy logic approach to multitarget tracking in clutter</title>

Russell PriebeRichard A. Jones

Year: 1991 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 1482 Pages: 265-274   Publisher: SPIE

Abstract

Fuzzy logic is a discipline which seeks to provide a framework for imitating human-like thought processes, or 'approximate reasoning.' In this paper a fuzzy logic approach is taken to the problem of multitarget tracking in clutter. Fuzzy logic methods are used to evaluate returns for processing by a Kalman filter modified to treat target source uncertainty. The method is developed and demonstrated with a noise-driven simulation and an actual sequence of infrared images.

Keywords:
Clutter Fuzzy logic Tracking (education) Kalman filter Computer science Noise (video) Filter (signal processing) Artificial intelligence Computer vision Algorithm Radar Image (mathematics) Telecommunications

Metrics

3
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.22
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Infrared Target Detection Methodologies
Physical Sciences →  Engineering →  Aerospace Engineering
Optical and Acousto-Optic Technologies
Physical Sciences →  Physics and Astronomy →  Atomic and Molecular Physics, and Optics
Calibration and Measurement Techniques
Physical Sciences →  Engineering →  Aerospace Engineering

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