人工势函数在小天体着陆轨迹规划中的参数设置与分析

Lizhou Sun, Yanmin Jin, X. Tong
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引用次数: 0

摘要

小天体着陆任务的目标通常具有较高的科学价值,但地形复杂。因此,对着陆轨迹规划方法提出了安全、精确着陆的高要求。人工势函数法是小天体着陆轨道规划中常用的方法之一。它是通过将目标的吸引力和障碍物的排斥力施加到移动的航天器上来实现的。引力和斥力是由相应的势函数产生的,其中涉及到几个需要确定的参数。参数不合理会导致弹道计算效率低、与障碍物碰撞或无法到达目标。然而,人工势函数中的参数通常设置为经验值,而没有考虑不同的应用场景。本文研究了吸引势函数中权重矩阵< <𝑟> >和< < < < < < < < < < > > >的设置方法、李雅普诺夫函数中参数矩阵𝛭和高斯型排斥势函数中参数𝑘1和𝑘2的设置方法,并进行了多次仿真实验对参数值进行了验证。并对这些参数的设置提出了建议。关键词:人工势函数,参数设定,着陆轨迹规划。
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Parameter setting and analysis for the artificial potential functions in the application of small celestial bodies landing trajectory planning
The targets of landing missions on small celestial bodies usually have high scientific value but complex terrain. Therefore, there are high demands for the landing trajectory planning method with regard to the safety and precise landing. The artificial potential function method is one of the commonly used methods in trajectory planning for small celestial body landing. It is performed by applying attractive force form the target and repulsive force from the obstacles to the moving spacecraft. The attractive and repulsive forces are generated by the corresponding potential functions, which involves several parameters needed to be determined. Improper parameters may lead to low efficiency of trajectory calculation, collision with obstacles or failure of reaching the target. However, the parameters in the artificial potential functions are usually set as empirical values without consideration of different application scenarios. In this paper, the setting methods of the weight matrices 𝑃𝑟 and 𝑃𝑉 in the attractive potential function, the parameter matrix 𝛭 in the Lyapunov function and the parameters 𝑘1 and 𝑘2 in the Gaussian-type repulsive potential function are studied, and several simulation experiments are conducted to verify the parameter values. And suggestions are given on the setting of these parameters. Keywords: artificial potential function, parameter setting, landing trajectory planning.
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