Title :
Airport noise simulation using neural networks
Author :
Yang, Yingjie ; Hinde, Chris ; Gillingwater, David
Author_Institution :
Centre for Comput. Intell., De Montfort Univ., Leicester
Abstract :
Aircraft noise is influenced by many complex factors and it is difficult to devise an accurate mathematical model to simulate it with respect to operations at an airport. This paper presents an investigation in simulating airport noise using artificial neural networks. The results show that it is possible to establish a simple neural network model with monitored data for a specific airport and specific aircraft under local conditions.
Keywords :
acoustic noise; aircraft; digital simulation; mechanical engineering computing; neural nets; airport noise simulation; artificial neural networks; monitored data; neural network model; Aircraft propulsion; Airports; Analytical models; Artificial neural networks; Laboratories; Mathematical model; Monitoring; Neural networks; Noise level; Testing;
Conference_Titel :
Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1820-6
Electronic_ISBN :
1098-7576
DOI :
10.1109/IJCNN.2008.4634060
