CAJ | 학술논문

火控观瞄系统的仿真是以飞行模拟器中相对应的火控仿真系统为核心的训练功能，研究在火控观瞄仿真中多目标的定位和跟踪算法。算法以目标和本机的三维空间计算为基础，通过对动态数据的误差分析，利用支持向量回归的机器学习算法对目标跟踪和预测。算法目前已被应用于实时训练，解决了目标定位和跟踪仿真的实际攻击训练难题。
화공관묘계통적방진시이비행모의기중상대응적화공방진계통위핵심적훈련공능，연구재화공관묘방진중다목표적정위화근종산법。산법이목표화본궤적삼유공간계산위기출，통과대동태수거적오차분석，이용지지향량회귀적궤기학습산법대목표근종화예측。산법목전이피응용우실시훈련，해결료목표정위화근종방진적실제공격훈련난제。
The simulation of observing and aiming system is used for training,taking the corresponded fire control simulation system in flight simulator as the core .This paper discusses the multi-target positioning and tracking algorithm in the simulation of the observing and aiming system .Based on the three dimensional calculation to the targets and the aircraft itself,and through analysis to the error of dynamic data,the support vector regression of machine learning algorithm was introduced for target tracking and predicting .The algorithm has been applied in training,which solved the problem of target positioning and tracking in operational training.