Feasibility of cloud enabled humanoid robots: Development of low latency geographically adjacent real-time cloud control

D. Lofaro, Arvin Asokan, Edward M. Roderick
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引用次数: 14

Abstract

This paper explores the feasibility and proposes a method on how to obtain high frequency real-time controllers operating in loop with physical robot hardware over a geographically adjacent cloud server architecture. Having the cloud in the loop has many purposes including increasing computation, decreasing power usage, reducing overall robot weight etc. Today when robots use the cloud in loop it is typically for sharing information, high level planning, and other non-realtime tasks. All of the balancing and stability algorithms (the heart of the humanoid) stay onboard the robot. What if we could run high frequency real-time loops over the cloud? The better question is how would we do that? As with any real-time system latency is a big factor in the application and operation frequency. This paper shows that with a geographically adjacent server approach it is feasible to obtain high frequency real-time control in loop with with a physical robot over the cloud. The feasibility of such a system running in-loop on humanoids is explored and tested.
云启用人形机器人的可行性:低延迟地理相邻实时云控制的开发
本文探讨了可行性,并提出了一种方法,如何获得高频实时控制器与物理机器人硬件在一个地理上相邻的云服务器架构上环路运行。在循环中使用云有很多目的,包括增加计算量,降低功耗,减少机器人的整体重量等。今天,当机器人使用云循环时,它通常用于共享信息、高层规划和其他非实时任务。所有的平衡和稳定算法(人形机器人的核心)都在机器人身上。如果我们能在云上运行高频实时循环呢?更好的问题是我们该怎么做?与任何实时系统一样,延迟是影响应用程序和操作频率的一个重要因素。本文表明,采用地理上相邻的服务器方法,可以实现与云上物理机器人的高频实时闭环控制。探索并测试了该系统在类人机器人上运行的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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