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从三维陀螺仪测量中估计同时正交旋转的角度。

Angle estimation of simultaneous orthogonal rotations from 3D gyroscope measurements.

机构信息

Faculty of Electrical Engineering, University of Ljubljana, Ljubljana 1000, Slovenia.

出版信息

Sensors (Basel). 2011;11(9):8536-49. doi: 10.3390/s110908536. Epub 2011 Sep 2.

Abstract

A 3D gyroscope provides measurements of angular velocities around its three intrinsic orthogonal axes, enabling angular orientation estimation. Because the measured angular velocities represent simultaneous rotations, it is not appropriate to consider them sequentially. Rotations in general are not commutative, and each possible rotation sequence has a different resulting angular orientation. None of these angular orientations is the correct simultaneous rotation result. However, every angular orientation can be represented by a single rotation. This paper presents an analytic derivation of the axis and angle of the single rotation equivalent to three simultaneous rotations around orthogonal axes when the measured angular velocities or their proportions are approximately constant. Based on the resulting expressions, a vector called the simultaneous orthogonal rotations angle (SORA) is defined, with components equal to the angles of three simultaneous rotations around coordinate system axes. The orientation and magnitude of this vector are equal to the equivalent single rotation axis and angle, respectively. As long as the orientation of the actual rotation axis is constant, given the SORA, the angular orientation of a rigid body can be calculated in a single step, thus making it possible to avoid computing the iterative infinitesimal rotation approximation. The performed test measurements confirm the validity of the SORA concept. SORA is simple and well-suited for use in the real-time calculation of angular orientation based on angular velocity measurements derived using a gyroscope. Moreover, because of its demonstrated simplicity, SORA can also be used in general angular orientation notation.

摘要

一个 3D 陀螺仪可以测量其三个固有正交轴上的角速度,从而实现角度方向的估计。因为测量到的角速度代表同时发生的旋转,所以不适宜按顺序考虑它们。一般来说,旋转不具有交换性,并且每个可能的旋转顺序都会产生不同的角度方向。这些角度方向都不是正确的同时旋转结果。然而,每个角度方向都可以通过单个旋转来表示。本文提出了一种解析推导,当测量到的角速度或其比例近似恒定时,该推导可用于找到等效于三个同时在正交轴上旋转的单个旋转的轴和角度。基于得到的表达式,定义了一个称为同时正交旋转角(SORA)的向量,其分量等于坐标系轴上三个同时旋转的角度。该向量的方向和大小分别等于等效的单个旋转轴和角度。只要实际旋转轴的方向保持不变,给定 SORA,就可以一步计算出刚体的角度方向,从而避免计算迭代的无穷小旋转逼近。所进行的测试测量验证了 SORA 概念的有效性。SORA 简单且非常适合基于陀螺仪测量的角速度实时计算角度方向。此外,由于其简单性,SORA 也可以用于一般的角度方向表示。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/07ba/3231471/801de8ba4c4b/sensors-11-08536f4.jpg

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