General Methods for Evaluating Collision Probability of Different Types of Theta-phi Positioners

Fuente: arXiv
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Main Authors: Chen, Baolong, Wang, Jianping, Liu, Zhigang, Zhou, Zengxiang, Hu, Hongzhuan, Zhang, Feifan
Format: Preprint
Published: 2024
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_version_ 1866910599869366272
author Chen, Baolong
Wang, Jianping
Liu, Zhigang
Zhou, Zengxiang
Hu, Hongzhuan
Zhang, Feifan
author_facet Chen, Baolong
Wang, Jianping
Liu, Zhigang
Zhou, Zengxiang
Hu, Hongzhuan
Zhang, Feifan
contents In many modern astronomical facilities, multi-object telescopes are crucial instruments. Most of these telescopes have thousands of robotic fiber positioners(RFPs) installed on their focal plane, sharing an overlapping workspace. Collisions between RFPs during their movement can result in some targets becoming unreachable and cause structural damage. Therefore, it is necessary to reasonably assess and evaluate the collision probability of the RFPs. In this study, we propose a mathematical models of collision probability and validate its results using Monte Carlo simulations. In addition, a new collision calculation method is proposed for faster calculation(nearly 0.15% of original time). Simulation experiments have verified that our method can evaluate the collision probability between RFPs with both equal and unequal arm lengths. Additionally, we found that adopting a target distribution based on a Poisson distribution can reduce the collision probability by approximately 2.6% on average.
format Preprint
id arxiv_https___arxiv_org_abs_2409_07288
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle General Methods for Evaluating Collision Probability of Different Types of Theta-phi Positioners
Chen, Baolong
Wang, Jianping
Liu, Zhigang
Zhou, Zengxiang
Hu, Hongzhuan
Zhang, Feifan
Robotics
60J20
In many modern astronomical facilities, multi-object telescopes are crucial instruments. Most of these telescopes have thousands of robotic fiber positioners(RFPs) installed on their focal plane, sharing an overlapping workspace. Collisions between RFPs during their movement can result in some targets becoming unreachable and cause structural damage. Therefore, it is necessary to reasonably assess and evaluate the collision probability of the RFPs. In this study, we propose a mathematical models of collision probability and validate its results using Monte Carlo simulations. In addition, a new collision calculation method is proposed for faster calculation(nearly 0.15% of original time). Simulation experiments have verified that our method can evaluate the collision probability between RFPs with both equal and unequal arm lengths. Additionally, we found that adopting a target distribution based on a Poisson distribution can reduce the collision probability by approximately 2.6% on average.
title General Methods for Evaluating Collision Probability of Different Types of Theta-phi Positioners
topic Robotics
60J20
url https://arxiv.org/abs/2409.07288