DocumentCode
2958585
Title
Airport noise simulation using neural networks
Author
Yang, Yingjie ; Hinde, Chris ; Gillingwater, David
Author_Institution
Centre for Comput. Intell., De Montfort Univ., Leicester
fYear
2008
fDate
1-8 June 2008
Firstpage
1917
Lastpage
1923
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on
Conference_Location
Hong Kong
ISSN
1098-7576
Print_ISBN
978-1-4244-1820-6
Electronic_ISBN
1098-7576
Type
conf
DOI
10.1109/IJCNN.2008.4634060
Filename
4634060
Link To Document