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首页> 外文期刊>International Journal of Uncertainty, Fuzziness, and Knowledge-based Systems >Design of Analog Fuzzy Controller for Autonomous Mobile Robot
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Design of Analog Fuzzy Controller for Autonomous Mobile Robot

机译:自主移动机器人模拟模糊控制器的设计

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摘要

The analog fuzzy intelligent controllers for autonomous mobile robot to avoid static and dynamic obstacles in its local environment are presented. The controller designed for the robot is reconfigurable in nature in terms of number of rules in database i.e. flexibility for online rule change as per the frequency of obstacle in the local environment. The controller is proposed with adjustable membership function in terms of shape and degree of overlapping with dynamic rule base. New accurate MAX and MIN circuits are introduced. The controller is simulated using Tanner (R) tool. The two-input single-output fuzzy controller with 25 rules is implemented in 0.25 mu m CMOS technology. The maximum delay was found to be 9.915ns for the processing of 25 rules and the value of FLIPS was found to be 100.85 MFLIPS.
机译:提出了一种用于自主移动机器人的模拟模糊智能控制器,该控制器避免了其在本地环境中的静态和动态障碍。根据数据库中规则的数量,为机器人设计的控制器本质上可以重新配置,即根据本地环境中障碍物的频率灵活更改在线规则。提出了一种控制器,该控制器在形状和与动态规则库的重叠程度方面具有可调的隶属函数。引入了新的精确的MAX和MIN电路。使用Tanner(R)工具对控制器进行仿真。具有25条规则的双输入单输出模糊控制器在0.25μmCMOS技术中实现。发现处理25条规则的最大延迟为9.915ns,发现FLIPS的值为100.85 MFLIPS。

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