최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기韓國軍事科學技術學會誌 = Journal of the KIMST, v.25 no.1, 2022년, pp.72 - 81
김두영 (해군사관학교 사이버과학과)
Maritime patrol aircraft is an efficient solution for detecting submarines at sea. The aircraft can only detect submarines by sonobuoy, but the number of buoy is limited. In this paper, we present the online sonobuoy deployment method for estimating the location of submarines. We use Gaussian proces...
M. Lambert, K. Munson, "Jane's All the World's Aircraft 1994-95 (85th ed.)," Coulson, Surrey, UK: Jane's Information Group. pp. 554-557, 1994.
C. Kim, R. Oh, S. Kim, J. Choi, "An Efficient Search Strategy of Anti-Submarine Helicopter based on Multi-Static Operation in Furthest-On-Circles," Journal of the Korea Institute of Military Science and Technology, Vol. 21, No. 6, pp. 877-885, 2018.
S. Kim, W. Kim, J. W. Choi, Y. J. Yoon, and J. Park, "Optimal Deployment of Sensor Nodes based on Performance Surface of Acoustic Detection," Journal of the Korea Institute of Military Science and Technology, Vol. 18, No. 5, pp. 538-547, 2015.
J. Kang, "A Study on an Arrangement of Passive Sonars by using DPSO Algorithm," Journal of the Korea Society for Simulation, Vol. 26, No. 1, pp. 39-46, 2017.
Sutton, R. S. and Barto, A. G., "Reinforcement Learning: An Introduction," MIT Press, Cambridge, 1998.
D. Kim, "Orienteering Problem with Unknown Stochastic Reward to Informative Path Planning for Persistent Monitoring and Its Solution," Journal of the Korea Institute of Military Science and Technology, Vol. 22, No. 5, pp. 667-673, 2019.
C. E. Rasmussen, C, K. I. Williams, "Gaussian Processes for Machine Learning," The MIT Press, 2006.
E. Brochu, V. M. Cora and N. De Freitas, "A Tutorial on Bayesian Optimization of Expensive Cost Functions with Application to Active User Modeling and Hierarchical Reinforcement Learning," arXiv Preprint arXiv:1012.2599, 2010.
C. M. Ferla and M. B. Porter, "Receiver Depth Selection for Passive Sonar Systems," IEEE Journal of Oceanic Engineering, Vol. 16, No. 3, 1991.
L. P. Kaelbling, M. L. Littman, A. R. Cassandra., "Planning and Acting in Partially Observable Stochastic Domains," Artificial Intelligence, 101(1-2), pp. 99-134, 1998.
J. Mockus, V. Tiesis, A. Zilinskas, "The Application of Bayesian Methods for Seeking the Extremum," Towards Global Optimization, Vol. 2 pp. 117-129, 1978.
N. Srinivas, A. Krause, S. Kakade, M. Seeger, "Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design," In Proceedings of the 27th International Conference on Machine Learning, pp. 1025-1022, 2010.
C. M. Bishop, "Pattern Recognition and Machine Learning," Springer-Verlag, New York, 2006.
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
오픈액세스 학술지에 출판된 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.