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, Magsino, Elmer R
Format: text
Published: Archīum Ateneo 2019
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Online Access:https://archium.ateneo.edu/ecce-faculty-pubs/116
https://www.warse.org/IJATCSE/static/pdf/file/ijatcse48832019.pdf
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Institution: Ateneo De Manila University
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spelling ph-ateneo-arc.ecce-faculty-pubs-11112022-03-07T07:24:54Z Adaptive Cruise Control Employing Taillight Tracking for a Platoon of Autonomous Vehicles Mayuga, Gian Paolo 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. 2019-01-01T08:00:00Z text https://archium.ateneo.edu/ecce-faculty-pubs/116 https://www.warse.org/IJATCSE/static/pdf/file/ijatcse48832019.pdf Electronics, Computer, and Communications Engineering Faculty Publications Archīum Ateneo Platoon of vehicles Adaptive cruise control Taillight detection Traffic congestion Electrical and Computer Engineering Transportation Engineering
institution Ateneo De Manila University
building Ateneo De Manila University Library
continent Asia
country Philippines
Philippines
content_provider Ateneo De Manila University Library
collection archium.Ateneo Institutional Repository
topic Platoon of vehicles
Adaptive cruise control
Taillight detection
Traffic congestion
Electrical and Computer Engineering
Transportation Engineering
spellingShingle Platoon of vehicles
Adaptive cruise control
Taillight detection
Traffic congestion
Electrical and Computer Engineering
Transportation Engineering
Mayuga, Gian Paolo
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.
format text
author Mayuga, Gian Paolo
Magsino, Elmer R
author_facet Mayuga, Gian Paolo
Magsino, Elmer R
author_sort Mayuga, Gian Paolo
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 Archīum Ateneo
publishDate 2019
url https://archium.ateneo.edu/ecce-faculty-pubs/116
https://www.warse.org/IJATCSE/static/pdf/file/ijatcse48832019.pdf
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