Adaptive cruise control employing taillight tracking for a platoon of autonomous vehicles

Traffic congestions in urban cities unwantedly form platoons of vehicles running at low speeds. For vehicles operated by human drivers, reaction to speeding up or down requires some time, thus, increasing travel time. In this study, we present an adaptive cruise control for a group of autonomous veh...

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Main Authors: Mayuga, Gian Paolo T., Magsino, Elmer R.
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Published: Animo Repository 2019
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/1379
https://animorepository.dlsu.edu.ph/context/faculty_research/article/2378/type/native/viewcontent
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-23782021-06-23T08:37:55Z Adaptive cruise control employing taillight tracking for a platoon of autonomous vehicles Mayuga, Gian Paolo T. Magsino, Elmer R. Traffic congestions in urban cities unwantedly form platoons of vehicles running at low speeds. For vehicles operated by human drivers, reaction to speeding up or down requires some time, thus, increasing travel time. In this study, we present an adaptive cruise control for a group of autonomous vehicles that follow each other. We propose a taillight tracking system by utilizing low-cost dashboard cameras for detecting the position of the lead vehicle and then allow autonomous vehicles to correctly accelerate or decelerate depending on the nature of traffic. This is achieved by detecting the leading vehicle’s taillight via linear AND-ing of the the RGB and HSV color model representations. We evaluate the proposed system by employing real captured traffic images and tested by utilizing mobile robots for the platoon of vehicles testing. © 2019, World Academy of Research in Science and Engineering. All rights reserved. 2019-05-01T07:00:00Z text text/html https://animorepository.dlsu.edu.ph/faculty_research/1379 https://animorepository.dlsu.edu.ph/context/faculty_research/article/2378/type/native/viewcontent Faculty Research Work Animo Repository Automated vehicles Traffic congestion
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Automated vehicles
Traffic congestion
spellingShingle Automated vehicles
Traffic congestion
Mayuga, Gian Paolo T.
Magsino, Elmer R.
Adaptive cruise control employing taillight tracking for a platoon of autonomous vehicles
description Traffic congestions in urban cities unwantedly form platoons of vehicles running at low speeds. For vehicles operated by human drivers, reaction to speeding up or down requires some time, thus, increasing travel time. In this study, we present an adaptive cruise control for a group of autonomous vehicles that follow each other. We propose a taillight tracking system by utilizing low-cost dashboard cameras for detecting the position of the lead vehicle and then allow autonomous vehicles to correctly accelerate or decelerate depending on the nature of traffic. This is achieved by detecting the leading vehicle’s taillight via linear AND-ing of the the RGB and HSV color model representations. We evaluate the proposed system by employing real captured traffic images and tested by utilizing mobile robots for the platoon of vehicles testing. © 2019, World Academy of Research in Science and Engineering. All rights reserved.
format text
author Mayuga, Gian Paolo T.
Magsino, Elmer R.
author_facet Mayuga, Gian Paolo T.
Magsino, Elmer R.
author_sort Mayuga, Gian Paolo T.
title Adaptive cruise control employing taillight tracking for a platoon of autonomous vehicles
title_short Adaptive cruise control employing taillight tracking for a platoon of autonomous vehicles
title_full Adaptive cruise control employing taillight tracking for a platoon of autonomous vehicles
title_fullStr Adaptive cruise control employing taillight tracking for a platoon of autonomous vehicles
title_full_unstemmed Adaptive cruise control employing taillight tracking for a platoon of autonomous vehicles
title_sort adaptive cruise control employing taillight tracking for a platoon of autonomous vehicles
publisher Animo Repository
publishDate 2019
url https://animorepository.dlsu.edu.ph/faculty_research/1379
https://animorepository.dlsu.edu.ph/context/faculty_research/article/2378/type/native/viewcontent
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