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A Neuro- Fuzzy Approach to Noise Studies and Its Effects on Performance of Human Being

Author(s):

Tukan Namita Prakash , UBDTCE(VTU), Davangere; B.N.Veerappa, UBDTCE(VTU), Davangere

Keywords:

ANFIS, MATLAB, REL

Abstract

A neuro-fuzzy method provides interpretation of fuzzy and learning of neural systems in a single structure. Also neuro-fuzzy can solve many real time problems in that Adaptive neuro-fuzzy inference system (ANFIS) is a careful and matched method for model building and best possible results. The effects of noise on human work efficiency are done by neuro-fuzzy model. The main factors of model are level of noise, type of work, and exposure time. The ANFIS is executed on Fuzzy Logic Toolbox in MATLAB. The data given is from noise monitoring in different sites.

Other Details

Paper ID: IJSRDV3I40717
Published in: Volume : 3, Issue : 4
Publication Date: 01/07/2015
Page(s): 1225-1229

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