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The architecture and key technologies of a BMI based telerobot system over Internet

机译:Internet上基于BMI的远程机器人系统的体系结构和关键技术

摘要

In the study of Internet-based telerobot system, the aim is at human-machine integration and a BMI-based telerobot system over Internet is proposed using a new method of direct human-machine integration interface: brain-machine interface (BMI). The difference between this system and the traditional Internet-based telerobot system lies in that operators can directly control remote robots just by their thoughts. In traditional Internet-based telerobot system, operators control robots by joysticks which cannot directly integrate their intelligent system into robot system and also cannot meet the special application requirements of hand unfit teleoperation. To realize such a system, the key problems such as the optimal design of cognitive tasks fitting both operators and operating robots, the adaptive real-time online parameters optimization algorithm for feature extraction and classification, as well as the methods for overcoming the adverse impacts brought by network time-delay on the stability, telepresence, and transparency of the system are discussed in the study, which provides both methods and algorithms for further study.
机译:在基于Internet的远程机器人系统的研究中,目标是人机集成,并使用一种新的直接人机集成接口方法:脑机接口(BMI),提出了一种基于BMI的Internet上的远程机器人系统。该系统与传统的基于Internet的远程机器人系统之间的区别在于,操作员可以根据自己的想法直接控制远程机器人。在传统的基于Internet的远程机器人系统中,操作员通过操纵杆控制机器人,这些操纵杆无法将其智能系统直接集成到机器人系统中,也无法满足不适合远程操作的特殊应用要求。为了实现这样一个系统,关键问题包括适合操作员和操作机器人的认知任务的优化设计,用于特征提取和分类的自适应实时在线参数优化算法,以及克服带来的不利影响的方法。通过网络时延研究了系统的稳定性,网真和透明性,为进一步研究提供了方法和算法。

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