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基于超声模糊避障算法的移动机器人导航
Mobile Robot Navigate Based on Application of Fuzzy Algorithm to a Sonar-Based Obstacle Avoidance
【摘要】 提出了一种在移动机器人导航中基于多超声传感器的模糊避障算法。利用MATLAB资源设计出模糊控制器,介绍了模糊规则与非模糊化,并给出一种在VC环境下直接调用模糊控制器的方法,改变了以往需要通过查表方式实现模糊控制的模式,大幅提高二次开发能力。在仿真和真实环境下,实验结果都表明该算法有效,能够实现不同环境中的避障任务。
【Abstract】 A fuzzy algorithm of obstacle avoidance with multi-ultrasonic sensor for mobile robot navigate is proposed.We introduce a method to use resource of MATLAB to design a fuzzy logic controller,including rules of fuzzy control and courses of defuzzification,and to use fuzzy logic controller in C application program,changing the approaches of table making in tradition.After the test in the simulated and real environment,experimental results prove the algorithm correct.
【关键词】 多超声传感器;
避障;
导航;
模糊控制;
MATLAB;
VC;
【Key words】 multi-ultrasonic sensor; obstacle avoidance; navigate; fuzzy control; MATLAB; C application program;
【Key words】 multi-ultrasonic sensor; obstacle avoidance; navigate; fuzzy control; MATLAB; C application program;
- 【文献出处】 导航与控制 ,Navigation and Control , 编辑部邮箱 ,2010年03期
- 【分类号】TP242;TP212
- 【下载频次】21