DocumentCode
719755
Title
Intelligent air traffic controller simulation using artificial neural networks
Author
Kulkarni, Vinayak Balkrishana
Author_Institution
Dept. of Electron. & Telecommun. Eng., MIT Acad. of Eng., Pune, India
fYear
2015
fDate
28-30 May 2015
Firstpage
1027
Lastpage
1031
Abstract
This paper deals with Artificial Neural Networks as a basis for the automation of existing Air Traffic Control System (ATC). The air traffic control task involves huge complexity in terms of work load on air traffic controller. This task is having complex cognitive nature, with main objective is to maintain safe distance between two aircrafts during departure, landing and in middle air traffic. The approach used is back propagation network for the decision making. The approach used is gradient Descent. A simulator is design which simulates control of Air Traffic and Landing Clearance and departure by Artificial intelligence. Decisions can be given based on various controlling parameters. The intelligent decision making can be implemented by using “Back propagation Network” (BPN). The system simulates various parameters and the effect of these parameters on the output decision of BPN can be analyzed. The output decision will vary according to the updated flight record.
Keywords
aerospace simulation; air traffic control; aircraft control; backpropagation; control engineering computing; decision making; neurocontrollers; ANN; ATC; BPN; aircraft departure; aircraft landing; artificial intelligence; artificial neural network; back propagation network; decision making; gradient descent; intelligent air traffic controller simulation; Air traffic control; Airports; Atmospheric modeling; Convergence; Meteorology; Neural networks; Training; Air Traffic Control System (ATC); Artificial Neural Networks(ANN); Backpropagation Network(BPN);
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Instrumentation and Control (ICIC), 2015 International Conference on
Conference_Location
Pune
Type
conf
DOI
10.1109/IIC.2015.7150897
Filename
7150897
Link To Document