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Real-time indoor surveillance based on smartphone and mobile robot

机译:基于智能手机和移动机器人的实时室内监控

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The purpose of this study is to integrate image processing techniques, fuzzy theory, wireless communications, and smartphone to a wheeled mobile robot (WMR) for real-time object recognition, tracking and indoor surveillance. Image processing and fuzzy control algorithms are coded by C# language. Zigbee is utilized to transmit command signals between webcam, WMR, and computer. The WMR uses webcam to capture its surroundings. Classification of color features is based on Hue-Saturation-Value (HSV) color space. The WMR calculates the relative position of the target object through image processing and distance computation algorithms. Fuzzy system is applied to servo motor of the WMR and robot controller design. The WMR is applied to surveillance usage, it can be controlled remotely by a smartphone via WIFI and perform indoor patrol and monitor its surroundings. The home site conditions can be clearly seen on the smartphone. Experiments show that the proposed control design and system integration of the wheeled mobile robot works well in indoor real-time surveillance.
机译:这项研究的目的是将图像处理技术,模糊理论,无线通信和智能手机集成到轮式移动机器人(WMR)中,以进行实时物体识别,跟踪和室内监视。图像处理和模糊控制算法由C#语言编码。 Zigbee用于在网络摄像头,WMR和计算机之间传输命令信号。 WMR使用网络摄像头捕获周围环境。颜色特征的分类基于色相饱和度值(HSV)颜色空间。 WMR通过图像处理和距离计算算法来计算目标物体的相对位置。模糊系统应用于WMR伺服电机和机器人控制器设计。 WMR适用于监视用途,它可以由智能手机通过WIFI进行远程控制,并进行室内巡逻和监视其周围环境。在智能手机上可以清楚地看到本地站点的状况。实验表明,所提出的轮式移动机器人控制设计和系统集成在室内实时监控中效果很好。

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