Development for Estimation Improvement Model of Wind Velocity using Deep Neural Network |
Ku, SungKwan
(Department of Aviation Industrial and System Engineering, Hanseo University)
Hong, SeokMin (Department of Unmanned Aircraft System, Hanseo University) Kim, Ki-Young (4D SOLUTION Co. Ltd) Kwon, Jaeil (4D SOLUTION Co. Ltd) |
1 | G. S. Ban, "Weather factor for aircraft operation safety," Civil Aviation Development, Vol. 28, pp. 225-257, Oct. 2002. |
2 | FAA, AC00-45H, Aviation weather services, Federal Aviation Administration, Sep. 2016. |
3 | S. K. Ku and S. M. Hong, "Development for estimation model of runway visual range using deep neural network," Journal of Advanced Navigation Technology, Vol. 21, No. 4, pp. 435-442, Oct, 2017 |
4 | R. Frank, The perceptron a perceiving and recognizing automaton, Technical Report 85-460-1, 1957. |
5 | W. P. John, Beyond regression: New tools for prediction and analysis in the behavioral sciences, Doctoral Dissertation, Applied Mathematics, Harvard University, Boston, MA, 1974. |
6 | G. E. Hinton, S. Osindero, and Y.. W. Teh "A fast learning algorithm for deep belief nets," Neural Computation, Vol. 18, No. 7, pp. 1527-1554. 2006. DOI |
7 | J. S. Lee, "Development process and understanding of Deep Neural Networks", Information and Communications Magazine, Vol 33 , No.10, pp. 40-48, Sep, 2016. |
8 | S. H. Choo, Y. H. Lee, K. D. Ahn and K. Y. Chung, "Development of wind forecast model over korean peninsula using harmony search algorithm," in Korean Institute of Intelligent Systems 2013 Spring Conference, Daegu: Korea, pp. 198-199, Apr, 2013 |
9 | S. J. Lee and Y. C. Kim, "A numerical forecast and verification of the aircraft turbulence observed over South Korea," Asia-Pacific Journal of Atmospheric Sciences, Vol. 38, No. 5, pp. 493-507, Oct. 2002 |
10 | J. I. Kwon, H. S. Lee and K, Y, Kim "Low altitude wind prediction using the atmospheric model" in The Korean Society for Aviation and Aeronautics 2018 Fall Conference, Seoul: Korea, pp. 141-146, Nov, 2018. |