使用四元数的最近邻居 [英] Nearest Neighbours using Quaternions

问题描述

鉴于四元数的值，我想在一组四元数中找到它的最接近的邻居.为此，我显然需要一种方法来比较两个四元数之间的距离".这样的比较需要什么距离表示以及如何计算?

Given a quaternion value, I would like to find its nearest neighbour in a set of quaternions. To do this, I clearly need a way to compare the "distance" between two quaternions. What distance representation is needed for such a comparison and how is it computed?

谢谢

乔什

推荐答案

您的四元数只是3D空间中具有方向的一个点吗?

Is your quaternion just a point in 3D space with an orientation?

然后，两个四元数x1,y1,z1,w1和x2,y2,x2,w2之间的距离由下式给出:

Then the distance between two quaternions x1,y1,z1,w1 and x2,y2,x2,w2 is given by:

distance = sqrt((x1-x2)^2 + (y1-y2)^2 + (z1-z2)^2)，假定w组件用于定向. IE.这与两个3D点之间的距离相同.

distance = sqrt((x1-x2)^2 + (y1-y2)^2 + (z1-z2)^2), assuming that the w component is used for orientation. I.e. this is the same as the distance between two 3D points.

您的四元数在4D空间中是一个点吗?

Is your quaternion a point in 4D space?

然后它们之间的距离由下式给出:

Then the distance between them is given by:

distance = sqrt((x1-x2)^2 + (y1-y2)^2 + (z1-z2)^2 + (w1-w2)^2).

这只是4D空间的扩展.此欧几里德距离公式可以在任意维度上使用.

Which is just the extension to 4D space. This euclidean distance formula works in any number of dimensions.

这篇关于使用四元数的最近邻居的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持IT屋！