arXiv:2607.18251cs.AIcs.LG2026-07

用带无限记忆的积分反馈控制无人机姿态,实现稳定飞行。

Integro-differential equations in angular stabilization of drone motion by distributed feedback control

论文配图:Integro-differential equations in angular stabilization of drone motion by distributed feedback control
图 1 · 摘自论文原文
  • 采用积分形式的分布式反馈控制,记忆可无限长。
  • 将复杂积分微分方程转化为有限阶常微分方程系统求解。
  • 适用于需要高精度姿态稳定的无人机控制场景。

本文提出一种基于积分算子的分布式反馈控制方法,用于实现无人机运动的角稳定。该积分算子具有无界记忆特性,利用更长时间的历史状态信息可提升控制性能。针对无界记忆带来的理论挑战,本文提出一种通用分析方法,将积分微分方程的稳定性研究转化为常微分方程组的分析。在角度稳定问题的线性近似下,采用指数型核函数可简化为有限阶方程系统。研究表明,更复杂的核函数(如多个指数函数的线性组合)能增强稳定能力。文中获得关于积分微分方程指数稳定性的新结果,并成功应用于无人机飞行稳定控制。

原文摘要 · Abstract (English)

In this paper, we propose angular stabilization of drone motion using distributed feedback control in the form of an integral operator. It should be stressed that the memory of this integral operator could be unbounded. It is intuitively clear that large length of the observation time open new possibilities to construct better control based on previous states of the control object. Unbounded memory in control requires the creation of a certain approach different from standard ones to the study of integro-differential equations. One of the goals of this article is to propose a certain universal approach that allows us to study the stability of integro-differential equations in the case of unbounded memory in the integral operator specifying the feedback control in stabilization. The approach we propose allows us to reduce the study of integro-differential equations to the analysis of systems of ordinary differential equations. In general, such systems can consist of an infinite number of equations. In relation to the so-called linear approximation in the problem of angle stabilization manages to limit itself to relatively simple exponential kernels in the integral control and arrive at a system with a finite number of equations. The examples explain that more complex kernels, for example, linear combinations of the exponential kernels, can enhance the stabilization capabilities. We obtain new unexpectable results on the exponential stability of integro-differential equations. Then we apply them to stabilization of drone flight.

无人机控制积分方程稳定性

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