论文标题

Sloan数字天空调查的机器人完全安全协调的实验评估V

Experimental evaluation of complete safe coordination of astrobots for Sloan Digital Sky Survey V

论文作者

Macktoobian, Matin, Araújo, Ricardo, Grossen, Loïc, Kronig, Luzius, Bouri, Mohamed, Gillet, Denis, Kneib, Jean-Paul

论文摘要

在每个观察过程中,大规模光谱调查的数据吞吐量与达到目标的光纤数量直接协调。在本文中,我们通过进行各种实验和模拟测试来评估SDSS-V中Astrobot协调的安全性和性能。我们说明我们的策略提供了完整的协调条件,该条件取决于天文学家的操作特征,它们的配置及其目标。也就是说,一种基于合作人造电位领域概念的协调方法用于为天体人体生成安全而完整的轨迹。最佳目标分配进一步改善了使用的算法的性能,从更快的融合和更少的振荡运动来提高。随机目标和星系目录目标均被用于观察算法在各种目标分布中的协调成功。提出的方法能够在协调过程中处理所有潜在的碰撞。一旦根据机器人的初始配置及其目标来满足完整性条件,该算法就可以达到机器人的完全收敛。如果一个人使用有效的策略将目标分配给机器人,则收敛时间以及协调过程中的振荡数量减少。罕见的不完整场景仅通过天体群的参数的微不足道修改来解决。

The data throughput of massive spectroscopic surveys in the course of each observation is directly coordinated with the number of optical fibers which reach their target. In this paper, we evaluate the safety and the performance of the astrobots coordination in SDSS-V by conducting various experimental and simulated tests. We illustrate that our strategy provides a complete coordination condition which depends on the operational characteristics of astrobots, their configurations, and their targets. Namely, a coordination method based on the notion of cooperative artificial potential fields is used to generate safe and complete trajectories for astrobots. Optimal target assignment further improves the performance of the used algorithm in terms of faster convergences and less oscillatory movements. Both random targets and galaxy catalog targets are employed to observe the coordination success of the algorithm in various target distributions. The proposed method is capable of handling all potential collisions in the course of coordination. Once the completeness condition is fulfilled according to initial configuration of astrobots and their targets, the algorithm reaches full convergence of astrobots. Should one assign targets to astrobots using efficient strategies, convergence time as well as the number of oscillations decrease in the course of coordination. Rare incomplete scenarios are simply resolved by trivial modifications of astrobots swarms' parameters.

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