arXiv:2505.03331cs.RO2025-05被引 3

轻量化多孔气流传感器,让小型无人机低速飞行更安全

Miniature multihole airflow sensor for lightweight aircraft over wide speed and angular range

  • 将传感电路集成于单一结构,实现9克超轻设计
  • 在3-27米/秒速度、±35°攻角范围内误差仅0.44米/秒
  • 专为小型无人机低速近失速飞行设计,适合精准控制

飞机空速、迎角和侧滑角对飞行安全至关重要,尤其在接近失速状态时。现有传感器如皮托管、倾角叶片和多孔压力探头普遍存在重量过大(>30克)或需高速运行(>20米/秒)的问题,难以用于小型无人飞行器。本文提出一种新型多孔压力探头,将传感电子元件集成于单体结构中,实现机械坚固且仅重9克的轻量化设计,并已开源。针对尖端形状(锥形与球形)和孔间距两个关键设计参数尚无共识,我们通过风洞实验研究了测量精度与噪声表现。传感器采用多元多项式回归模型校准,在3-27米/秒空速及±35°迎角/侧滑角范围内,平均绝对误差达0.44米/秒和0.16°。户外飞行验证显示,该探头可在多种特技机动中准确估算空速、迎角与侧滑角。其小体积与轻重量特性,使小型无人机在低速近失速状态下也能实现安全飞行。

原文摘要 · Abstract (English)

An aircraft's airspeed, angle of attack, and angle of side slip are crucial to its safety, especially when flying close to the stall regime. Various solutions exist, including pitot tubes, angular vanes, and multihole pressure probes. However, current sensors are either too heavy (>30 g) or require large airspeeds (>20 m/s), making them unsuitable for small uncrewed aerial vehicles. We propose a novel multihole pressure probe, integrating sensing electronics in a single-component structure, resulting in a mechanically robust and lightweight sensor (9 g), which we released to the public domain. Since there is no consensus on two critical design parameters, tip shape (conical vs spherical) and hole spacing (distance between holes), we provide a study on measurement accuracy and noise generation using wind tunnel experiments. The sensor is calibrated using a multivariate polynomial regression model over an airspeed range of 3-27 m/s and an angle of attack/sideslip range of +-35°, achieving a mean absolute error of 0.44 m/s and 0.16°. Finally, we validated the sensor in outdoor flights near the stall regime. Our probe enabled accurate estimations of airspeed, angle of attack and sideslip during different acrobatic manoeuvres. Due to its size and weight, this sensor will enable safe flight for lightweight, uncrewed aerial vehicles flying at low speeds close to the stall regime.

无人机气流传感轻量化飞行控制

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