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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6806178 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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