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Hardware and software architecture for state estimation on an experimental low-cost small-scaled helicopter

机译:用于实验性低成本小型直升机的状态估计的硬件和软件架构

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摘要

This paper reports the design and testing of an embedded system for a low-cost small scaled helicopter (Benzin Acrobatic from Vario? with a 1.8 m diameter rotor). The sensors under consideration are an Inertial Measurement Unit (IMU), a GPS, a magnetometer, a barometer and on-off switches serving as take-off and landing detector. Along with one PC board and one micro-controller, they represent a total cost below USD 3000. By contrast to other experiments reported in the literature, the presented work do not rely on any accurate IMU or GPS systems which costs are, separately, largely above the mentioned amount of USD 3000. To compensate the weaknesses of this low cost equipment, efforts focus on designing a robust, dependable and sufficiently embedded system, which exploits an accurate flight dynamics model. This improves the prediction capabilities of an embedded extended Kalman filter that serves for data fusion. The main contribution of this paper is to detail, at the light of a successful reported autonomous hovering flight, the hardware, software architectures and the derivation of the model along with its calibration. Numerous implementation details are presented and the relevance of some modeling hypothesis is discussed.
机译:本文报告了一种用于低成本小型直升机(直径为1.8 m的旋翼的Vario公司的Benzin Acrobatic)嵌入式系统的设计和测试。所考虑的传感器是惯性测量单元(IMU),GPS,磁力计,气压计和用作起降检测器的通断开关。连同一块PC板和一个微控制器,它们的总成本低于3000美元。与文献中报道的其他实验相反,本文提出的工作并不依赖于任何精确的IMU或GPS系统,这些系统的成本分别很大以上提到的3000美元。为了补偿这种低成本设备的弱点,我们的工作重点是设计一个可靠,可靠和足够嵌入式的系统,该系统利用了精确的飞行动力学模型。这提高了用于数据融合的嵌入式扩展卡尔曼滤波器的预测能力。本文的主要贡献是,根据成功进行的自动悬停飞行报告,详细介绍了硬件,软件体系结构以及模型的推导及其校准。给出了大量实现细节,并讨论了一些建模假设的相关性。

著录项

  • 来源
    《Control Engineering Practice》 |2010年第7期|P.733-746|共14页
  • 作者单位

    Centre Automatique et Systemes, Unite Mathematiques et Systemes, MINES ParisTech, 60, boulevard Saint-Michel, 75272 Paris, France;

    Centre Automatique et Systemes, Unite Mathematiques et Systemes, MINES ParisTech, 60, boulevard Saint-Michel, 75272 Paris, France;

    SYSNAV, Zone industrielle B, 1, me Jean de Becker, BP 86, 27940 Aubevoye, France;

    Centre Automatique et Systemes, Unite Mathematiques et Systemes, MINES ParisTech, 60, boulevard Saint-Michel, 75272 Paris, France;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    low-cost sensors; embedded systems; MEMS; unmanned aerial vehicle; autonomous helicopter; data fusion;

    机译:低成本传感器;嵌入式系统;MEMS;无人驾驶的航空机;自主直升机数据融合;
  • 入库时间 2022-08-18 02:04:39

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