一种无人驾驶移动机器人的层次控制器

C. Isik, A. Meystel
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引用次数: 81

摘要

智能移动自主系统(IMAS)的控制器配备了视觉和低水平传感器来应对未知障碍,并被建模为用于规划和控制的决策层次。其中一个关卡(飞行员)处理一个扭曲的“挡风玻璃”视角,并为执行器控制器提供实时决策。这一级的IMAS控制器被视为具有模糊变量的语言控制器,这些模糊变量从可能的区间假定值。在这一控制层次上的决策过程被描述为一个带有模糊数据库的生产系统。生产系统中的规则是从最小时间控制的分析系统模型中导出的。利用模糊集算子选择最优运动执行命令。还包括一个时间决策机制(报告器),它通过观察运动轨迹来识别连续层次之间的持续冲突。>
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Pilot level of a hierarchical controller for an unmanned mobile robot
The controller for an intelligent mobile autonomous system (IMAS), equipped with vision and low-level sensors to cope with unknown obstacles, is modeled as a hierarchy of decision-making for planning and control. One of the levels (pilot) deals with a distorted 'windshield' view of the world and provides the actuator controller with real-time decisions. This level of IMAS controller is treated as a linguistic controller with fuzzy variables that assume values from possible intervals. The decision-making process at this level of control are presented as a production system with a fuzzy database. The rules in the production system are derived from an analytical system model for minimum-time control. The choice of optimal motion execution commands is performed using fuzzy set operators. Also included is a temporal decision-making mechanism (reporter), which recognizes the persisting conflicts between successive levels of the hierarchy by observing the motion trajectory. >
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