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
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;
Conference_Titel :
Circuits and Systems, 1994., Proceedings of the 37th Midwest Symposium on
Conference_Location :
Lafayette, LA
Print_ISBN :
0-7803-2428-5
DOI :
10.1109/MWSCAS.1994.519367
