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A study of the effectiveness analysis for survivability of a surface warship from a torpedo attack

机译:鱼雷攻击水面舰艇生存能力有效性分析研究

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We design a simulator in order to seek a surface warship's survivability against a torpedo attack using MATLAB GUI. Assuming that a torpedo chases a warship in an acoustic-homing way, we model its mobility and detection mechanism according to passive sonar equation. A surface warship manoeuvres into a specified evasive course while deploying static and mobile decoys when a torpedo is detected. Taking a warship's survival probability as a measure of effectiveness, we perform Monte Carlo simulation by changing four main factors, which include the decoy deployment plan, the torpedo's initial location, the torpedo's maximum target detection range, and the mobile decoy's speed. The simulation results show that using both mobile decoys and static decoys guarantees a higher survival probability than using only static decoys, which depends on their deployment locations and speeds. We further investigate which factors are more likely to affect the survivability via regression analysis, which was based on the simulation results. The regression model results show that torpedo's detection ability and the speed of mobile decoys highly affect the warship's survival probability.
机译:我们设计了一个模拟器,以便使用MATLAB GUI寻找水面舰艇抵抗鱼雷攻击的生存能力。假设鱼雷以声学归巢的方式追赶一艘军舰,我们根据被动声纳方程对它的机动性和探测机制进行建模。当检测到鱼雷时,水面舰艇机动到指定的躲避路线,同时部署静态和机动诱饵。以军舰的生存概率作为有效性的衡量标准,我们通过更改诱饵部署计划,鱼雷的初始位置,鱼雷的最大目标探测距离和移动诱饵的速度这四个主要因素来执行蒙特卡洛模拟。仿真结果表明,与仅使用静态诱饵相比,同时使用移动诱饵和静态诱饵保证了更高的生存概率,这取决于它们的部署位置和速度。我们基于模拟结果,通过回归分析进一步研究了哪些因素更可能影响生存能力。回归模型结果表明,鱼雷的探测能力和机动诱饵的速度对舰艇的生存概率有很大影响。

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