This paper focuses on a fuzzy reasoning method based on a generalized If-Then rule. Firstly, the antecedent and the consequent of an If-Then rule are considered and expressed as a component of a kind of binary L-type fuzzy relation on the product of the universes of discourse and the range of defini
Tracks real-time classification based on fuzzy rules
✍ Scribed by André Ayoun; Michel Grabisch
- Publisher
- John Wiley and Sons
- Year
- 1997
- Tongue
- English
- Weight
- 124 KB
- Volume
- 12
- Category
- Article
- ISSN
- 0884-8173
No coin nor oath required. For personal study only.
✦ Synopsis
A real-time track classifier based on fuzzy logic is presented here. The application deals Ž . with false alarm rejection in an airborne Infra-Red Search and Track IRST system. The approach is based on the use of a set of rules representing heterogeneous knowledge on behavior and appearance of physical objects. Uncertainty rules are considered to model knowledge on classes, while gradual rules are used to compute some auxiliary variables. Examples of rules are given, as well as results on simulated data.
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