首页> 外文会议>Electrical and Computer Engineering, 2005. Canadian Conference on >Implementing ball balancing beam using digital image processing and fuzzy logic
【24h】

Implementing ball balancing beam using digital image processing and fuzzy logic

机译:利用数字图像处理和模糊逻辑实现球平衡梁

获取原文

摘要

Fuzzy logic is a paradigm for an alternative design technique, which can be applied in both linear and non linear systems for embedded control. It is a problem-solving control system methodology that can be built into anything from small, embedded controller and hand-held products to large computerized process control systems. This paper proposes and analyses methods to control a ball balancing system using fuzzy logic. It is a nonlinear dynamic system which is quite difficult to control using conventional methods. It has delayed feedback associated with control actions; however, control system based on fuzzy logic requires less mathematical derivation in design and has a high noise tolerance. Image of the ball taken from an audio/video (AV) camera is processed to determine the coordinates of its centre. This input data is fed into the 68HCS12 microcontroller, which has the most efficient implementation of fuzzy logic instruction sets. Built-in PWM channels, A to D converters, 32 kb flash memory and in-system programming make this controller ideal for the system considered. The controller processes this input using the fuzzy logic rule base and sends consequent signals to the servo motor controlling the beam motion
机译:模糊逻辑是替代设计技术的范例,可以将其应用于线性和非线性系统中进行嵌入式控制。它是一种解决问题的控制系统方法,可以内置到从小型嵌入式控制器和手持产品到大型计算机过程控制系统的任何内容中。本文提出并分析了使用模糊逻辑控制球平衡系统的方法。这是一个非线性的动态系统,使用常规方法很难控制。它延迟了与控制动作相关的反馈;然而,基于模糊逻辑的控制系统在设计上需要较少的数学推导,并且具有较高的噪声容限。处理从音频/视频(AV)摄像机获取的球的图像,以确定其中心的坐标。此输入数据被馈送到68HCS12微控制器,该微控制器具有最有效的模糊逻辑指令集实现方式。内置的PWM通道,A / D转换器,32 kb闪存和系统内编程使该控制器非常适合所考虑的系统。控制器使用模糊逻辑规则库处理此输入,并将随后的信号发送到控制光束运动的伺服电机

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号