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关于平面位移的均值和方差。

On the mean and variance of planar displacements.

作者信息

Ge Qiaode Jeffrey, Yu Zihan, Arbab Mona, Langer Mark P

机构信息

Department of Mechanical Engineering, Stony Brook University, Stony Brook, NY, USA.

Department of Radiation Oncology, UT Southwestern Medical Center, Dallas, TX, USA.

出版信息

Int J Mech Robot Syst. 2023;5(4):308-325. doi: 10.1504/ijmrs.2023.137478. Epub 2024 Mar 19.

Abstract

This paper studies the problem of computing the mean (or the average displacement) and variance of a set of planar displacements. It presents three parametric representations of a planar displacement and studies how they influence the computations of means and variances. In particular, it advocates the use of the kinematic concept of relative displacements rather than simple difference in kinematic parameters in formulating the variance and for computing the mean of planar displacements. It is shown that the optimal average displacement is obtained by combining planar-quaternion representation with the concept of relative displacements. Examples are provided to illustrate the advantages of the latter approach.

摘要

本文研究了计算一组平面位移的均值(或平均位移)和方差的问题。它给出了平面位移的三种参数表示,并研究了它们如何影响均值和方差的计算。特别是,在制定方差和计算平面位移的均值时,它主张使用相对位移的运动学概念,而不是运动学参数的简单差异。结果表明,通过将平面四元数表示与相对位移的概念相结合,可以获得最优的平均位移。文中提供了示例来说明后一种方法的优点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7050/11368472/89ebcff06cb9/nihms-2017846-f0001.jpg

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