Hardware realization of fast defuzzification by adaptive integration

Hardware realization of fast defuzzification by adaptive integration

A fast defuzzification method for hardware realizations of fuzzy inference algorithms is presented. Processing time as well as power dissipation are significantly reduced by an adaptive integration of the output possibility distribution. In addition to that, a user-programmable resolution of the out...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Eisele, M., Hentschel, K., Kunemund, T.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Adders
Coprocessors
Design automation
Fuzzy control
Fuzzy systems
Hardware
Inference algorithms
Power dissipation
Runtime
Silicon
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:A fast defuzzification method for hardware realizations of fuzzy inference algorithms is presented. Processing time as well as power dissipation are significantly reduced by an adaptive integration of the output possibility distribution. In addition to that, a user-programmable resolution of the output variables is achieved. The new method has been implemented on the 8-bit Fuzzy Coprocessor SAE 81C99.
DOI:10.1109/ICMNN.1994.593726