REEF Estimator: A Simplified Open Source Estimator and Controller for Multirotors

J. H. Ramos, P. Ganesh, W. Warke, Kyle Volle, K. Brink
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引用次数: 6

Abstract

Researchers working on projects that involve multirotor platforms often spend a disproportionate amount of time and effort on the vehicle infrastructure rather than the intended research. This is especially true for graduate students or research laboratories attempting to establish flight capabilities for the first time and this paper aims to expedite that process. The paper provides a complete commercial-off-the-shelf (COTS) hardware and Robot Operating System (ROS) node-based software solution to support reliable and repeatable flight capability for multirotor systems without the need for Global Positioning System (GPS) or motion capture systems. We detail a simplified filtering approach that breaks the typical multirotor estimator into more accessible pieces; an attitude filter, a velocity filter, and an altitude filter and their associated controllers that take velocity, altitude, and yaw-rate control requests. This solution enables the user to have a stable flight from manual or higher-level guidance inputs while providing a solid baseline implementation of GPS-denied multirotor systems. Links are provided for the open-source algorithms, multirotor simulator, hardware list and assembly instructions.
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REEF估计器:一种简化的开源多旋翼估计器和控制器
从事涉及多旋翼平台项目的研究人员通常将不成比例的时间和精力花在车辆基础设施上,而不是预期的研究。这对于研究生或第一次尝试建立飞行能力的研究实验室来说尤其如此,本文旨在加快这一过程。本文提供了一个完整的商用现货(COTS)硬件和基于机器人操作系统(ROS)节点的软件解决方案,以支持多旋翼系统可靠和可重复的飞行能力,而不需要全球定位系统(GPS)或运动捕捉系统。我们详细介绍了一种简化的滤波方法,将典型的多转子估计器分解成更容易访问的部分;姿态过滤器、速度过滤器和高度过滤器以及它们相关的控制器,它们接受速度、高度和偏航速率控制请求。该解决方案使用户能够从手动或更高级别的制导输入中稳定飞行,同时提供gps拒绝多旋翼系统的坚实基线实现。提供了开源算法、多旋翼模拟器、硬件列表和汇编指令的链接。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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