DocumentCode
298397
Title
A neuro-fuzzy model of urban traffic
Author
Fortuna, L. ; Occhipinti, L. ; Vinci, C. ; Xibilia, M.G.
Author_Institution
Dipartimento Elettrico Elettronico e Sistemistico, Catania Univ., Italy
Volume
1
fYear
1994
fDate
3-5 Aug 1994
Firstpage
603
Abstract
In this paper a Neuro-Fuzzy approach to obtain the relationships between the parameters involved in the characterization of noise pollution in urban traffic and the `equivalent´ number of vehicles has been developed. A Fuzzy Neural Network which implements a fuzzy reasoning with constant consequences has been chosen. Such a method allow one to overcome some difficulties which appear both in neural and fuzzy modelling and gives a satisfactory performances with a reasonable computational cost
Keywords
acoustic noise; fuzzy neural nets; noise pollution; road traffic; road vehicles; equivalent vehicle number; fuzzy neural network; fuzzy reasoning; neuro-fuzzy model; noise pollution; urban traffic; Fuzzy control; Fuzzy neural networks; Fuzzy reasoning; Fuzzy sets; Network topology; Neural networks; Shape; Traffic control; Urban pollution; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1994., Proceedings of the 37th Midwest Symposium on
Conference_Location
Lafayette, LA
Print_ISBN
0-7803-2428-5
Type
conf
DOI
10.1109/MWSCAS.1994.519367
Filename
519367
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