A Study of Road Traffic Noise Annoyance on Daily Life in Agartala City Using Fuzzy Expert System and Multiple Regression Analysis

Noise has many ill effects on living beings as well as non-living things. The adverse effects of noise may include noise induced hearing loss, sleep disruption, speech interference, reduction in human work efficiency and annoyance. In this paper an effort has been made to develop a fuzzy expert based model to study the annoyance among the road side dwellers, employees working in road side offices, organizations, etc. due to road traffic noise pollution in Agartala city due to rapidly growing vehicular traffic. A relationship has been developed between different traffic noise parameters and its harmful impact on daily life of individuals using multiple regression analysis. In addition, statistical analysis was also carried out between measured and predictive values and a good agreement was noticed between observed and predicted value of noise based level.

[1]  E. Öhrström,et al.  Sleep disturbances from road traffic and ventilation noise—laboratory and field experiments , 2004 .

[2]  Oscar H. IBARm Information and Control , 1957, Nature.

[3]  Liangchi Zhang,et al.  A methodology for fuzzy modeling of engineering systems , 2001, Fuzzy Sets Syst..

[4]  Lipscomb Dm,et al.  Noise and public health. , 1976 .

[5]  S. Basrur,et al.  City of Toronto Community and Neighbourhood Services Toronto Public Health Health Promotion and Environment Protection Office HEALTH EFFECTS OF NOISE , 2000 .

[6]  D. Banerjee,et al.  Attitudinal response towards road traffic noise in the industrial town of Asansol, India , 2009, Environmental monitoring and assessment.

[7]  Ignacio Requena,et al.  Are artificial neural networks black boxes? , 1997, IEEE Trans. Neural Networks.

[8]  Ronald R. Yager,et al.  Essentials of fuzzy modeling and control , 1994 .

[9]  D. Banerjee,et al.  Monthly variation in night time noise levels at residential areas of Asansol city (India). , 2006, Journal of environmental science & engineering.

[10]  Ahmad Jamrah,et al.  Evaluation of Traffic Noise Pollution in Amman, Jordan , 2006, Environmental monitoring and assessment.

[11]  Djamel Ouis,et al.  ANNOYANCE FROM ROAD TRAFFIC NOISE: A REVIEW , 2001 .

[12]  L. A. Zadeh,et al.  From Circuit Theory to System Theory , 1962, Proceedings of the IRE.

[13]  E. Öhrström,et al.  Effects of road traffic noise on sleep: Studies on children and adults , 2006 .

[14]  S. Santra,et al.  Road traffic noise in Calcutta metropolis, India. , 2002, Indian journal of environmental health.

[15]  P. Knipschild,et al.  Road traffic noise annoyance in Amsterdam , 1985, International archives of occupational and environmental health.

[16]  Vinod Kumar Jain,et al.  A study of noise in various modes of transport in Delhi , 1994 .

[17]  George Boole The laws of thought (1854) , 1916 .

[18]  Paul C. Rhodes,et al.  Essentials of Fuzzy Modelling and Control , 1995 .

[19]  Sh. Givargis,et al.  Converting the UK calculation of road traffic noise (CORTN) to a model capable of calculating LAeq,1h for the Tehran’s roads , 2008 .

[20]  E. H. Mamdani,et al.  An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller , 1999, Int. J. Man Mach. Stud..

[21]  Julio González,et al.  Exposure–effect relationships between road traffic noise annoyance and noise cost valuations in Valladolid, Spain , 2006 .

[22]  Z. F. Ghatass Assessment and Analysis of Traffic Noise Pollution in Alexandria City, Egypt , 2009 .

[23]  Andrew A. Goldenberg,et al.  Development of a systematic methodology of fuzzy logic modeling , 1998, IEEE Trans. Fuzzy Syst..