欠驱动四旋翼无人机的牛顿欧拉四元数动力学模型性能评价

G. M. Abro, S. Zulkifli, V. Asirvadam
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引用次数: 3

摘要

在无人机流线中,研究人员经常采用牛顿-欧拉(NE)动态模型提出各种观测器和控制设计。在本文中,对网元动态模型和基于四元数的数学模型(QM)进行了性能评估,表明QM模型具有更多的优点,例如它避免了由于网元模型中的奇点问题而发生的万向锁问题。此外,该方法还能很好地适应未建模的动态因素,即载荷光滑和非光滑变化、风扰动和转子效能损失。仿真时间、迭代次数以及NE和QM衍生模型之间的误差百分比等数值结果表明,在设计任何控制或观测器设计时都可以考虑QM模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Evaluation of Newton Euler & Quaternion Mathematics-based Dynamic Models for an Underactuated Quadrotor UAV
In the streamline of UAVs, researchers have proposed various observers and control designs by opting the Newton Euler (NE) Dynamic model frequently. In this manuscript, performance evaluation has been done in between NE Dynamic model and Quaternion mathematics-based model (QM) to show that QM model has more perks such that it avoids gimbal lock issue that occurs due to singularity problem in NE model. Moreover, it can accommodate the unmodelled dynamic factors smartly i.e., payload smooth and non-smooth variations, wind disturbance, and loss of rotor effectiveness. The numerical results such that simulation time, number of less iterations and error percentage between NE and QM derived models illustrates that one may consider QM model while designing any control or observer design.
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