Mars Probe Landing Control Scheme Based on Dynamic Programming and Lion Swarm Algorithm

Sheng Gao, Tianyu Zhang
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Abstract

The success of Tianwen No. 1 mission is a landmark achievement of independent innovation and leapfrog development of China's aerospace industry. In this paper, a differential equation model based on Newton ' s second law and pulse theorem is established for the landing control problem of Tianwen-1 Mars probe. The fourth-order Runge-Kutta method and the lion swarm optimization algorithm are used to solve the shortest landing time of the probe, and the shortest landing time is calculated to be 7.1 min. At the same time, the control functions of the engine in the aerodynamic deceleration stage, parachute control stage and dynamic deceleration stage are simulated, and the shortest time-consuming scheme of the detector landing process is determined. When the life of the detector is fixed, this study can shorten the landing time and enter the working state as soon as possible, which can prolong the working time of the detector. To a certain extent, it makes up for the deficiency of the research on the landing time planning of the detector, has certain innovation, and promotes the further development of China ' s aerospace industry to a certain extent. At the same time, it provides some method reference and experience guidance for the shortest time of kinematic path planning in real life.
基于动态规划和狮子群算法的火星探测器着陆控制方案
“天文学家一号”任务的成功发射,是中国航天事业自主创新和跨越式发展的标志性成就。针对“天文一号”火星探测器着陆控制问题,建立了基于牛顿第二定律和脉冲定理的微分方程模型。采用四阶龙格-库塔法和狮子群优化算法求解探测器的最短着陆时间,计算出最短着陆时间为7.1 min。同时,对发动机在气动减速阶段、降落伞控制阶段和动态减速阶段的控制函数进行了仿真,确定了探测器着陆过程中耗时最短的方案。在探测器寿命固定的情况下,本研究可以缩短探测器着陆时间,尽快进入工作状态,从而延长探测器的工作时间。在一定程度上弥补了探测器着陆时间规划研究的不足,具有一定的创新性,在一定程度上促进了中国航天工业的进一步发展。同时,为现实生活中最短时间的运动路径规划提供一定的方法参考和经验指导。
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