잠수함 위치 추정을 위한 베이지안 최적화 기반의 온라인 소노부이 배치 기법 = Online Sonobuoy Deployment Method with Bayesian Optimization for Estimating Location of Submarines

다국어 초록 (Multilingual Abstract)

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 process regression to estimate the submarine existence probability map, and Bayesian optimization to decide the next best position of sonobuoy.
Further, we show the performance of the proposed method by simulation.

참고문헌 (Reference)

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