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A Qualitative Analysis of a USB Camera for AGV Control

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 lea...

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Detalles Bibliográficos
Autores principales: Puppim de Oliveira, Diogo, Pereira Neves dos Reis, Wallace, Morandin Junior, Orides
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806178/
https://www.ncbi.nlm.nih.gov/pubmed/31547572
http://dx.doi.org/10.3390/s19194111
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author Puppim de Oliveira, Diogo
Pereira Neves dos Reis, Wallace
Morandin Junior, Orides
author_facet Puppim de Oliveira, Diogo
Pereira Neves dos Reis, Wallace
Morandin Junior, Orides
author_sort Puppim de Oliveira, Diogo
collection PubMed
description 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.
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spelling pubmed-68061782019-11-07 A Qualitative Analysis of a USB Camera for AGV Control Puppim de Oliveira, Diogo Pereira Neves dos Reis, Wallace Morandin Junior, Orides Sensors (Basel) Article 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. MDPI 2019-09-23 /pmc/articles/PMC6806178/ /pubmed/31547572 http://dx.doi.org/10.3390/s19194111 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Puppim de Oliveira, Diogo
Pereira Neves dos Reis, Wallace
Morandin Junior, Orides
A Qualitative Analysis of a USB Camera for AGV Control
title A Qualitative Analysis of a USB Camera for AGV Control
title_full A Qualitative Analysis of a USB Camera for AGV Control
title_fullStr A Qualitative Analysis of a USB Camera for AGV Control
title_full_unstemmed A Qualitative Analysis of a USB Camera for AGV Control
title_short A Qualitative Analysis of a USB Camera for AGV Control
title_sort qualitative analysis of a usb camera for agv control
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806178/
https://www.ncbi.nlm.nih.gov/pubmed/31547572
http://dx.doi.org/10.3390/s19194111
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