Application of BP Neural Network in Traffic Noise Prediction

Gang Liu; Li Hua Lin; Rui Tian

doi:10.4028/www.scientific.net/AMR.518-523.3838

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 518-523Application of BP Neural Network in Traffic Noise...

Application of BP Neural Network in Traffic Noise Prediction

Abstract:

A model of BP neural network for road traffic noise prediction was established by using some road traffic parameters in this paper. Then use this model to predict equivalent continual sound level of road traffic noise, After an overview about the neural approach, the learning; and production phase results are shown and contrasted with the measured data. They point out how good is the approach proposed to model noise pollution in urban areas.

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Periodical:

Advanced Materials Research (Volumes 518-523)

Pages:

3838-3842

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.518-523.3838

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Online since:

May 2012

Authors:

Gang Liu, Li Hua Lin, Rui Tian

Keywords:

Neural Network (NN), Prediction, Traffic Noise

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References

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