DocumentCode
1865202
Title
Evaluation indicator and models of time-varying traffic noise based on human feeling
Author
Peng, Zhang ; Chunfu, Shao ; Ming, Cai
Author_Institution
MOE Key Lab. for Transp. Complex Syst. Theor. & Technol., Beijing Jiaotong Univ., Beijing, China
Volume
4
fYear
2011
fDate
13-15 May 2011
Firstpage
793
Lastpage
796
Abstract
Effects on human vary between uniform and time-varying traffic noise with the same equivalent sound level. Firstly, the subjective evaluation experiment of time-varying traffic noise is designed and implemented in this paper to get truthful data. Secondly, taking the gender, employment and mood factors into account, some conclusions about the effects of traffic noise with different time-varying characteristics on human are obtained based on the test results. Then the paper defines the disturbance degree of traffic noise on human as the subjective indicator of noise evaluation, represented by Lm. Finally, taking multiple existing noise indicators as inputs and Lm as output, three mathematical models are established using multiple regression, stepwise regression and artificial neural network analysis respectively.
Keywords
acoustic noise; neural nets; regression analysis; road traffic; artificial neural network analysis; disturbance degree; employment factors; evaluation indicator; human feeling; mathematical models; mood factors; multiple regression analysis; noise indicators; sound level; stepwise regression analysis; subjective evaluation experiment; time-varying traffic noise evaluation; Artificial neural networks; Computational modeling; Humans; Mathematical model; Mood; Noise; Vehicles; evaluation indicator; subjective evaluation experiment; time-varying characteristic; traffic noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Business Management and Electronic Information (BMEI), 2011 International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-61284-108-3
Type
conf
DOI
10.1109/ICBMEI.2011.5921084
Filename
5921084
Link To Document