arXiv:2607.10099cs.RO2026-07

用传感器直接测旋翼推力,实时反馈控制提升抗风能力

Direct Rotor Thrust Sensing and Feedback Control for Disturbance Rejection of Multirotors Using Load-cells

  • 在旋翼根部安装力传感器,直接获取瞬时推力数据
  • 实验验证了在复杂气动环境下仍能实现精准推力追踪
  • 适合需要高精度抗扰的微型飞行器研发与应用

阵风、动态垂直入流和地面效应是导致多旋翼受力变化的关键气动现象,给飞行控制带来挑战。小型旋翼机通常依赖简化模型估算干扰力,并假设生成推力等于控制器指令值。但这类系统需等飞行轨迹改变后才能感知并补偿干扰。过去15-20年虽提出多种快速抑制外部干扰的方法,但仍存在局限。本文提出新方案:利用力传感器在推力产生处直接测量瞬时力,并实施高速控制以精确跟踪期望推力。此前力传感器信号被认为噪声过大无法使用,但本文通过采用低成本通用组件搭建单/双旋翼跷跷板模型及飞行平台进行实验,证明该方法在复杂气动条件下兼具可行性与有效性。

原文摘要 · Abstract (English)

Gust disturbances, dynamic vertical inflow and ground effect are key adverse aerodynamic phenomena that induce variations in the forces acting on a multirotor and complicate its flight control. Miniature rotorcraft typically rely on simplified modelling of such effects to compute adjustments in thrust to counteract these forces. In the most basic case, disturbance force estimations are derived from the aircraft's motion and the generated thrust is assumed to exactly match that requested by the controller. However, such systems rely on the aircraft's trajectory to be affected before disturbances can be sensed and compensated. Numerous approaches presented over the last 15-20 years aim to reject external disturbances more quickly, but challenges remain. This paper presents a new approach in this category by measuring the instantaneous force of the rotors directly at the point of generation using load-cells and implementing high-speed control to accurately track the desired thrust. Measurements from load-cells were previously considered too noisy to provide meaningful input, but the experiments presented in the paper using purpose-built hardware from low-cost commodity components in single- and dual rotor see-saw models and a flying aircraft demonstrate both the feasibility and the effectiveness of the approach in the presence of complex aerodynamic phenomena.

多旋翼力传感抗干扰

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