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Image Processor and Fuzzy PID Controller Design for Robot-Car Intercept Mission

机译:机器人汽车拦截任务的图像处理器和模糊PID控制器设计

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摘要

This paper presents a study of smart robot car system which integrates a real-time image processor with an adaptable controller that can identify and intercept a moving target with specified color on a horizontal plane. The robot car built includes an on-board CCD camera, structure and power drive, infrared environment sensor, wireless transmission, and micro-controller data handling modules. To obtain fast and accurate intercept commands, large amount of target images captured by the CCD camera are transmitted to the monitoring PC at a stationary location. Through image processing technique, the position and the speed of the target are estimated to obtain proper controller parameters and to evaluate intercept signals. Fuzzy logic coupled with PID control law is applied to design the controller. Both the target image and the control signal are received from and transmitted to the robot car via wireless communication hardware. Computer simulation and hardware experiment of the test case included demonstrate effective and compatible results for the designed system.
机译:本文提出了对智能机器人汽车系统的研究,该系统将实时图像处理器与自适应控制器集成在一起,该控制器可以识别和拦截在水平面上具有指定颜色的运动目标。建造的机器人汽车包括车载CCD摄像机,结构和电源驱动器,红外环境传感器,无线传输以及微控制器数据处理模块。为了获得快速而准确的拦截命令,CCD摄像机捕获的大量目标图像将在固定位置传输到监视PC。通过图像处理技术,可以估计目标的位置和速度,以获得适当的控制器参数并评估拦截信号。应用模糊逻辑结合PID控制律设计控制器。经由无线通信硬件从机器人汽车接收目标图像和控制信号并将其发送到机器人汽车。测试用例的计算机仿真和硬件实验证明了所设计系统的有效和兼容结果。

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