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

机译:走向QoE驱动的动态控制方案,用于时间延迟遥操作系统:专用案例研究

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Networked teleoperation with haptic feedback is a prime example for the emerging Tactile Internet, which requires a careful orchestration of haptic communication and control. One major challenge in this context is how to maximize the user's quality-of-experience (QoE) while ensuring at the same time the stability of the global control loop in the presence of communication delay. In this paper, we propose a dynamic control scheme switching strategy for teleoperation systems, which maximizes the QoE for time-varying communication delay. In order to validate the feasibility of the proposed approach, we perform a dedicated case study for a virtual teleoperation environment consisting of a one-dimensional spring-damper system, and conduct extensive subjective tests under various delay conditions for two control schemes: (1) teleoperation with the time-domain passivity approach (TDPA), which is highly delay-sensitive but supports highly dynamic interaction between the operator and a potentially quickly changing remote environment; (2) model-mediated teleoperation (MMT), which is tolerable to relatively larger communication delays, but unsuitable for quickly changing, highly dynamic remote environments. For both schemes, we use recently proposed extensions, which incorporate perceptual data reduction to reduce the required packet rate between the operator and the teleoperator. One key contribution of this paper lies in the exploration of the intrinsic relationship among QoE, communication delay and the control schemes which provides a fundamental guidance, not only to this research, but also to the future joint optimization of communication and control for time-delayed teleoperation systems.
机译:与触觉反馈网络遥操作是新兴的互联网触觉,这需要触觉通信和控制的精心编排一个很好的例子。在这方面的一个主要挑战是如何最大限度地发挥用户的质量的体验(QoE)的同时,在同一时间,确保全局控制回路的通信延迟的情况下的稳定性。在本文中,我们提出了遥操作系统动态控制方案切换策略,最大化的QoE随时间变化的通信延迟。为了验证所提出的方法的可行性,我们完成专门的案例研究,由一维弹簧 - 阻尼系统的虚拟远程操作环境,以及用于两种控制方案进行各种延迟的条件下广泛主观测试:(1)远程操作用时域被动方法(TDPA),这是高度延迟敏感但操作者和潜在的快速变化的远程环境之间的支撑高度动态的相互作用; (2)模型介导的遥(MMT),这是可以容忍到相对较大的通信延迟,但不适合于快速变化的,高动态远程环境。对于这两个方案中,我们使用最近提出的扩展,包括感知数据的降低,可以降低运营商和遥控机器人之间所需的数据包速率。本文就在于体验质量,通信延迟并提供了根本指导,不仅这项研究,也给通信和控制,为未来的联合优化控制方案之间的内在关系的探索的一个主要贡献时间延迟遥操作系统。

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