End-to-End Automated Guided Modular Vehicle

Autonomous Vehicles (AVs) have caught people’s attention in recent years, not only from an academic or developmental viewpoint but also because of the wide range of applications that these vehicles may entail, such as intelligent mobility and logistics, as well as for industrial purposes, among othe...

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Main Authors: Luis A. Curiel-Ramirez, Ricardo A. Ramirez-Mendoza, Rolando Bautista-Montesano, M. Rogelio Bustamante-Bello, Hugo G. Gonzalez-Hernandez, Jorge A. Reyes-Avedaño, Edgar Cortes Gallardo-Medina
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/12/4400
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author Luis A. Curiel-Ramirez
Ricardo A. Ramirez-Mendoza
Rolando Bautista-Montesano
M. Rogelio Bustamante-Bello
Hugo G. Gonzalez-Hernandez
Jorge A. Reyes-Avedaño
Edgar Cortes Gallardo-Medina
author_facet Luis A. Curiel-Ramirez
Ricardo A. Ramirez-Mendoza
Rolando Bautista-Montesano
M. Rogelio Bustamante-Bello
Hugo G. Gonzalez-Hernandez
Jorge A. Reyes-Avedaño
Edgar Cortes Gallardo-Medina
author_sort Luis A. Curiel-Ramirez
collection DOAJ
description Autonomous Vehicles (AVs) have caught people’s attention in recent years, not only from an academic or developmental viewpoint but also because of the wide range of applications that these vehicles may entail, such as intelligent mobility and logistics, as well as for industrial purposes, among others. The open literature contains a variety of works related to the subject. They employ a diversity of techniques ranging from probabilistic to ones based on Artificial Intelligence. The increase in computing capacity, well known to many, has opened plentiful opportunities for the algorithmic processing needed by these applications, making way for the development of autonomous navigation, in many cases with astounding results. The following paper presents a low-cost but high-performance minimal sensor open architecture implemented in a modular vehicle. It was developed in a short period of time, surpassing many of the currently available solutions found in the literature. Diverse experiments were carried out in the controlled and circumscribed environment of an autonomous circuit that demonstrates the efficiency of the applicability of the developed solution.
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spelling doaj.art-7733839b510840619a47c6795e959dc32023-11-20T05:04:20ZengMDPI AGApplied Sciences2076-34172020-06-011012440010.3390/app10124400End-to-End Automated Guided Modular VehicleLuis A. Curiel-Ramirez0Ricardo A. Ramirez-Mendoza1Rolando Bautista-Montesano2M. Rogelio Bustamante-Bello3Hugo G. Gonzalez-Hernandez4Jorge A. Reyes-Avedaño5Edgar Cortes Gallardo-Medina6School of Engineering and Science, Tecnologico de Monterrey 64849, MexicoSchool of Engineering and Science, Tecnologico de Monterrey 64849, MexicoSchool of Engineering and Science, Tecnologico de Monterrey 64849, MexicoSchool of Engineering and Science, Tecnologico de Monterrey 64849, MexicoSchool of Engineering and Science, Tecnologico de Monterrey 64849, MexicoSchool of Engineering and Science, Tecnologico de Monterrey 64849, MexicoSchool of Engineering and Science, Tecnologico de Monterrey 64849, MexicoAutonomous Vehicles (AVs) have caught people’s attention in recent years, not only from an academic or developmental viewpoint but also because of the wide range of applications that these vehicles may entail, such as intelligent mobility and logistics, as well as for industrial purposes, among others. The open literature contains a variety of works related to the subject. They employ a diversity of techniques ranging from probabilistic to ones based on Artificial Intelligence. The increase in computing capacity, well known to many, has opened plentiful opportunities for the algorithmic processing needed by these applications, making way for the development of autonomous navigation, in many cases with astounding results. The following paper presents a low-cost but high-performance minimal sensor open architecture implemented in a modular vehicle. It was developed in a short period of time, surpassing many of the currently available solutions found in the literature. Diverse experiments were carried out in the controlled and circumscribed environment of an autonomous circuit that demonstrates the efficiency of the applicability of the developed solution.https://www.mdpi.com/2076-3417/10/12/4400autonomous vehicleintelligent transportation systemsdeep learningautomated guided vehicleend-to-end learningself-driving cars
spellingShingle Luis A. Curiel-Ramirez
Ricardo A. Ramirez-Mendoza
Rolando Bautista-Montesano
M. Rogelio Bustamante-Bello
Hugo G. Gonzalez-Hernandez
Jorge A. Reyes-Avedaño
Edgar Cortes Gallardo-Medina
End-to-End Automated Guided Modular Vehicle
Applied Sciences
autonomous vehicle
intelligent transportation systems
deep learning
automated guided vehicle
end-to-end learning
self-driving cars
title End-to-End Automated Guided Modular Vehicle
title_full End-to-End Automated Guided Modular Vehicle
title_fullStr End-to-End Automated Guided Modular Vehicle
title_full_unstemmed End-to-End Automated Guided Modular Vehicle
title_short End-to-End Automated Guided Modular Vehicle
title_sort end to end automated guided modular vehicle
topic autonomous vehicle
intelligent transportation systems
deep learning
automated guided vehicle
end-to-end learning
self-driving cars
url https://www.mdpi.com/2076-3417/10/12/4400
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AT ricardoaramirezmendoza endtoendautomatedguidedmodularvehicle
AT rolandobautistamontesano endtoendautomatedguidedmodularvehicle
AT mrogeliobustamantebello endtoendautomatedguidedmodularvehicle
AT hugoggonzalezhernandez endtoendautomatedguidedmodularvehicle
AT jorgeareyesavedano endtoendautomatedguidedmodularvehicle
AT edgarcortesgallardomedina endtoendautomatedguidedmodularvehicle