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Interactive-Control-Model for Human–Computer Interactive System Based on Petri Nets

机译:基于Petri网的人机交互系统交互式控制模型

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In human-computer interactive systems (HCISs), there are not only autonomous robots completely controlled by computers but also semiautonomous robots requiring human control. To avoid the errors in a procedure of interaction, a control model is needed. This paper proposes a systematic strategy with specific algorithms to construct an interactive-control-model based on Petri nets owing to their ability to describe concurrence and other system features. Instead of cumbersome iterations of deadlock detection in the existing studies, this paper introduces the concept of implicit constraints and the related implicit-conflict-marking-search algorithm to excavate them. In the algorithm, only the status of a single robot is needed to analyze the system instead of the status of all system components, which is an important innovation in this paper since this can well help one resolve the state explosion issue. Several examples are provided to show the feasibility of the proposed method. The proposed idea in this paper can be readily applied to practical HCISs.Note to Practitioners-This paper is motivated by the problem of avoiding unexpected situations that may cause industrial accidents in mobile robot systems. Practitioners need to have a control model of the system in order to solve this problem. Existing approaches usually find constraints of a mobile robot system while modeling, which increases the number of iterations. This paper suggests a new approach to find all constraints and then builds a control model for mobile robot systems systematically. With a control model, practitioners can obtain allowed or not allowed operations so as to avoid unexpected situations. Experimental results show the effectiveness of this approach.
机译:在人机交互系统(HCIS)中,不仅存在完全由计算机控制的自主机器人,而且还存在需要人工控制的半自主机器人。为了避免交互过程中的错误,需要一个控制模型。由于Petri网能够描述并发和其他系统特征,因此提出了一种基于特定算法的系统策略,以构建基于Petri网的交互式控制模型。本文介绍了隐式约束的概念以及相关的隐式冲突标记搜索算法来挖掘它们,而不是现有研究中繁琐的死锁检测迭代。在该算法中,只需要一个机器人的状态来分析系统,而无需分析所有系统组件的状态,这是本文的一项重要创新,因为它可以很好地帮助解决状态爆炸问题。提供了几个例子来说明所提出方法的可行性。本文中提出的思想可以很容易地应用于实际的HCIS。从业者注意-本文的动机是避免出现可能导致移动机器人系统工业事故的意外情况。从业者需要具有系统的控制模型以解决此问题。现有方法通常在建模时会发现移动机器人系统的约束,这会增加迭代次数。本文提出了一种寻找所有约束的新方法,然后系统地构建了移动机器人系统的控制模型。通过控制模型,从业人员可以获取允许或不允许的操作,从而避免出现意外情况。实验结果表明了该方法的有效性。

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