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Toward QoE-Driven Dynamic Control Scheme Switching for Time-Delayed Teleoperation Systems: A Dedicated Case Study

机译:面向时间延迟的QoE驱动动态控制方案切换   遥操作系统:一个专门的案例研究

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摘要

Networked teleoperation with haptic feedback is a prime example for theemerging Tactile Internet, which requires a careful orchestration of hapticcommunication and control. One major challenge in this context is how tomaximize the user's quality-of-experience (QoE) while ensuring at the same timethe stability of the global control loop in the presence of communicationdelay. In this paper, we propose a dynamic control scheme switching strategyfor teleoperation systems, which maximizes the QoE for time-varyingcommunication delay. In order to validate the feasibility of the proposedapproach, we perform a dedicated case study for a virtual teleoperationenvironment consisting of a one-dimensional spring-damper system, and conductextensive subjective tests under various delay conditions for two controlschemes: (1) teleoperation with the time-domain passivity approach (TDPA),which is highly delay-sensitive but supports highly dynamic interaction betweenthe operator and a potentially quickly changing remote environment; (2)model-mediated teleoperation (MMT), which is tolerable to relatively largercommunication delays, but unsuitable for quickly changing, highly dynamicremote environments. For both schemes, we use recently proposed extensions,which incorporate perceptual data reduction to reduce the required packet ratebetween the operator and the teleoperator. One key contribution of this paperlies in the exploration of the intrinsic relationship among QoE, communicationdelay and the control schemes which provides a fundamental guidance, not onlyto this research, but also to the future joint optimization of communicationand control for time-delayed teleoperation systems.
机译:带触觉反馈的网络遥操作是新兴的触觉互联网的一个典型例子,它需要精心策划触觉通信和控制。在这种情况下的一个主要挑战是如何在保证通信延迟的情况下,同时确保全局控制回路的稳定性的同时,最大化用户的体验质量(QoE)。在本文中,我们提出了一种用于远程操作系统的动态控制方案切换策略,该策略可以最大化时变通信延迟的QoE。为了验证所提出的方法的可行性,我们针对由一维弹簧阻尼器系统组成的虚拟远程操作环境进行了专门的案例研究,并针对两种控制方案在各种延迟条件下进行了广泛的主观测试:(1)带时间的远程操作领域无源方法(TDPA),它对时延敏感,但支持操作员与潜在快速变化的远程环境之间的高度动态交互; (2)模型介导的远程操作(MMT),可承受较大的通信延迟,但不适合快速变化,高度动态的远程环境。对于这两种方案,我们都使用了最近提出的扩展,这些扩展结合了感知数据缩减功能,以减少运营商和电信运营商之间所需的数据包速率。本文的主要贡献在于探索QoE,通信延迟和控制方案之间的内在联系,这不仅为这项研究提供了基础指导,而且还为时滞遥操作系统的通信和控制的未来联合优化提供了基础。

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