无人机随机振动,基于期望和概率的数学分析和控制方法

IF 2.3 4区 工程技术 Q1 Earth and Planetary Sciences
Mohammad Abdulrahman Al-Mashhadani
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引用次数: 1

摘要

无人机在飞行过程中发生的随机振动分析是非常重要的,因为这些随机振动具有随机特性,并且有可能降低系统的续航能力。无人机系统中传感器采集数据的准确性对飞行控制系统至关重要。这些数据在不同传感器(如惯性测量单元、轴加速度计、GPS或相机)之间的传输通常受到许多因素的影响。其中一个重要因素是随机振动,这通常是由气动激励或空气湍流引起的。随机振动问题已经研究了很长时间,并在许多教科书中进行了解释。在这项研究中,作者通过将这些振动视为随机和非平稳过程,引入了独立于其来源的随机振动的数学分析,并设计了基于期望和概率论的控制方法来减少这些振动的影响。本研究中使用的分析是基于实用近似技术的假设。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Random vibrations in unmanned aerial vehicles, mathematical analysis and control methodology based on expectation and probability
The analysis of the random vibrations that occur during the flight of the unmanned aerial vehicles is important, as these random vibrations have random characteristic properties and have the ability to decrease the endurance of such systems. The accuracy of data collected from sensors in the unmanned aerial vehicle system is important for the flight control system. The transferring of these data among different sensors such as inertial measurement unit, axis accelerometers, GPS or cameras is usually affected by many factors. One of the important factors is the random vibration, which is usually caused by aerodynamic excitation or air turbulence. The problem of random vibrations has been studied for a long time and explained in many text books. In this study, the author introduces a mathematical analysis for random vibrations that are independent of their sources by considering these vibrations as a random and non-stationary process and designs a control methodology based on expectations and probability theory to reduce the effect of these vibrations. The analysis used in this research is based on the assumptions of practical approximation techniques.
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来源期刊
CiteScore
5.40
自引率
4.30%
发文量
0
审稿时长
4.2 months
期刊介绍: Journal of Low Frequency Noise, Vibration & Active Control is a peer-reviewed, open access journal, bringing together material which otherwise would be scattered. The journal is the cornerstone of the creation of a unified corpus of knowledge on the subject.
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