轻型飞机大速度和大角度范围微型多孔气流传感器

IF 5.3 2区 计算机科学 Q2 ROBOTICS
Lukas Stuber;Simon Luis Jeger;Raphael Zufferey;Dario Floreano
{"title":"轻型飞机大速度和大角度范围微型多孔气流传感器","authors":"Lukas Stuber;Simon Luis Jeger;Raphael Zufferey;Dario Floreano","doi":"10.1109/LRA.2025.3604704","DOIUrl":null,"url":null,"abstract":"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 (<inline-formula><tex-math>$&gt;$</tex-math></inline-formula> 30g) or require large airspeeds (<inline-formula><tex-math>$&gt;$</tex-math></inline-formula>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 <inline-formula><tex-math>$\\pm 35^\\circ$</tex-math></inline-formula>, achieving a mean absolute error of 0.44 m/s and 0.16<inline-formula><tex-math>$^\\circ$</tex-math></inline-formula>. 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.","PeriodicalId":13241,"journal":{"name":"IEEE Robotics and Automation Letters","volume":"10 10","pages":"10722-10728"},"PeriodicalIF":5.3000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Miniature Multihole Airflow Sensor for Lightweight Aircraft Over Wide Speed and Angular Range\",\"authors\":\"Lukas Stuber;Simon Luis Jeger;Raphael Zufferey;Dario Floreano\",\"doi\":\"10.1109/LRA.2025.3604704\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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 (<inline-formula><tex-math>$&gt;$</tex-math></inline-formula> 30g) or require large airspeeds (<inline-formula><tex-math>$&gt;$</tex-math></inline-formula>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 <inline-formula><tex-math>$\\\\pm 35^\\\\circ$</tex-math></inline-formula>, achieving a mean absolute error of 0.44 m/s and 0.16<inline-formula><tex-math>$^\\\\circ$</tex-math></inline-formula>. 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.\",\"PeriodicalId\":13241,\"journal\":{\"name\":\"IEEE Robotics and Automation Letters\",\"volume\":\"10 10\",\"pages\":\"10722-10728\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Robotics and Automation Letters\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/11145343/\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ROBOTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Robotics and Automation Letters","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/11145343/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ROBOTICS","Score":null,"Total":0}
引用次数: 0

摘要

飞机的空速、迎角和侧滑角对其安全至关重要,尤其是在接近失速状态时。有多种解决方案,包括皮托管、角叶片和多孔压力探头。然而,目前的传感器要么太重(30克),要么需要很大的空速(20米/秒),这使得它们不适合小型无人驾驶飞行器。我们提出了一种新型的多孔压力探头,将传感电子元件集成在一个单组件结构中,从而产生了一种机械坚固且重量轻的传感器(9g),我们将其发布到公共领域。由于在两个关键设计参数上没有达成共识,即尖端形状(锥形与球形)和孔间距(孔之间的距离),因此我们利用风洞实验对测量精度和噪声产生进行了研究。该传感器使用多元多项式回归模型在3-27米/秒的空速范围和35米/秒的攻角/侧滑范围内进行校准,平均绝对误差为0.44米/秒和0.16米/秒。最后,我们在接近失速状态的室外飞行中验证了传感器。我们的探测器能够在不同的特技动作中准确估计空速、攻角和侧滑。由于其尺寸和重量,该传感器将使轻型无人驾驶飞行器在接近失速状态的低速飞行中安全飞行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Miniature Multihole Airflow Sensor for Lightweight Aircraft Over Wide Speed and Angular Range
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 ($>$ 30g) 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 $\pm 35^\circ$, achieving a mean absolute error of 0.44 m/s and 0.16$^\circ$. 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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
IEEE Robotics and Automation Letters
IEEE Robotics and Automation Letters Computer Science-Computer Science Applications
CiteScore
9.60
自引率
15.40%
发文量
1428
期刊介绍: The scope of this journal is to publish peer-reviewed articles that provide a timely and concise account of innovative research ideas and application results, reporting significant theoretical findings and application case studies in areas of robotics and automation.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信