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一种用于 AGV 控制的 USB 摄像头的定性分析。

A Qualitative Analysis of a USB Camera for AGV Control.

机构信息

TEAR - Laboratório de Estratégias de Automação e Robótica, Department of Computing, Federal University of São Carlos, São Carlos, SP 13565-905, Brazil.

Federal Institute of Science, Education and Technology of Rio de Janeiro - IFRJ, campus Volta Redonda, Volta Redonda, RJ 27215-350, Brazil.

出版信息

Sensors (Basel). 2019 Sep 23;19(19):4111. doi: 10.3390/s19194111.

Abstract

The increasing use of Automated Guided Vehicles (AGV) in the industry points to a search for better techniques and technologies to adapt to market requirements. Proper position control and movement give an AGV greater movement accuracy and greater lateral oscillations stability and vibration. It leads to smaller corridors and leaner plants, to more relaxed shipment devices, and to greater safety in the transport of fragile loads, for instance. AGV control techniques are not new, but new sensors' applications are possible, such as USB cameras. In this sense, it is necessary to ensure the sensor is adequate to control system requirements. This work addresses AGVs driven by passive floor demarcations. It presents a qualitative analysis of a USB camera as sensors for AGV control, not yet a common industrial application. We performed the experiments with a small AGV prototype on an eight-shaped lane, varying both camera parameters and AGV parameters, such as linear speed. The AGV uses a USB camera with different image processing settings-different morphological filters structuring elements shapes and sizes, and three different image resolutions-to analyze the factors that affect line detection and control processing. This paper's main contribution is a qualitative and quantitative analysis for the different sensor configurations. In addition, it discusses the influence sources on camera image as a position sensor. Furthermore, the experiments confirm sensor pertinence for the proposed control system.

摘要

工业中自动引导车(AGV)的使用越来越多,这表明人们在寻找更好的技术和方法来适应市场需求。适当的位置控制和运动可以提高 AGV 的运动精度和横向摆动稳定性和振动。这使得走廊更小,工厂更精简,运输设备更宽松,运输易碎货物的安全性更高。AGV 控制技术并不新鲜,但新的传感器应用是可能的,例如 USB 摄像头。从这个意义上说,有必要确保传感器能够满足控制系统的要求。这项工作针对的是由无源地面标线驱动的 AGV。它对 USB 摄像头作为 AGV 控制传感器进行了定性分析,这在工业中还不是一种常见的应用。我们在一个八字形的车道上用一个小型 AGV 原型进行了实验,改变了摄像头的参数和 AGV 的参数,如线性速度。AGV 使用具有不同图像处理设置的 USB 摄像头-不同的形态学滤波器结构元素的形状和大小,以及三种不同的图像分辨率-来分析影响线路检测和控制处理的因素。本文的主要贡献是对不同传感器配置进行了定性和定量分析。此外,还讨论了作为位置传感器的摄像头图像的影响源。此外,实验证实了传感器对所提出的控制系统的相关性。

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