Model-based Predictive Control implementation for Cooperative Adaptive Cruise Control

The automation of road vehicles has become a necessity to improve the efficiency and safety of this system. In a vehicle formation it is important to maintain a safety distance between the vehicles. The control of a vehicle spacing distance and longitudinal velocity can be achieved through the imple...

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Main Authors: António Lopes, Rui Esteves Araújo
Format: Article
Language:English
Published: Universidade do Porto 2016-05-01
Series:U.Porto Journal of Engineering
Subjects:
Online Access:https://journalengineering.fe.up.pt/article/view/54
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spelling doaj-ddfd25ca54b4492c979f3f186e6b2cf52020-11-25T01:14:48ZengUniversidade do PortoU.Porto Journal of Engineering2183-64932016-05-012111010.24840/2183-6493_002.001_000154Model-based Predictive Control implementation for Cooperative Adaptive Cruise ControlAntónio Lopes0Rui Esteves Araújo1Universidade do PortoUniversidade do PortoThe automation of road vehicles has become a necessity to improve the efficiency and safety of this system. In a vehicle formation it is important to maintain a safety distance between the vehicles. The control of a vehicle spacing distance and longitudinal velocity can be achieved through the implementation of a model-based predictive controller. This implementation of a cooperative adaptive cruise control allows the access of another vehicle state information through vehicular communication technology and promote state prediction and ultimately system stability. The optimization algorithm performs the computation of the control input in a control horizon window and ensures that the spacing error takes only positive values. The results of the proposed controller are evaluated through the computational tool Simulink in the two-vehicle platoon. The controller is implemented in the precedent vehicle. To assess the performance of the proposed controller different control parameters and constraints were used.https://journalengineering.fe.up.pt/article/view/54AutomationComputer SystemInformation System
collection DOAJ
language English
format Article
sources DOAJ
author António Lopes
Rui Esteves Araújo
spellingShingle António Lopes
Rui Esteves Araújo
Model-based Predictive Control implementation for Cooperative Adaptive Cruise Control
U.Porto Journal of Engineering
Automation
Computer System
Information System
author_facet António Lopes
Rui Esteves Araújo
author_sort António Lopes
title Model-based Predictive Control implementation for Cooperative Adaptive Cruise Control
title_short Model-based Predictive Control implementation for Cooperative Adaptive Cruise Control
title_full Model-based Predictive Control implementation for Cooperative Adaptive Cruise Control
title_fullStr Model-based Predictive Control implementation for Cooperative Adaptive Cruise Control
title_full_unstemmed Model-based Predictive Control implementation for Cooperative Adaptive Cruise Control
title_sort model-based predictive control implementation for cooperative adaptive cruise control
publisher Universidade do Porto
series U.Porto Journal of Engineering
issn 2183-6493
publishDate 2016-05-01
description The automation of road vehicles has become a necessity to improve the efficiency and safety of this system. In a vehicle formation it is important to maintain a safety distance between the vehicles. The control of a vehicle spacing distance and longitudinal velocity can be achieved through the implementation of a model-based predictive controller. This implementation of a cooperative adaptive cruise control allows the access of another vehicle state information through vehicular communication technology and promote state prediction and ultimately system stability. The optimization algorithm performs the computation of the control input in a control horizon window and ensures that the spacing error takes only positive values. The results of the proposed controller are evaluated through the computational tool Simulink in the two-vehicle platoon. The controller is implemented in the precedent vehicle. To assess the performance of the proposed controller different control parameters and constraints were used.
topic Automation
Computer System
Information System
url https://journalengineering.fe.up.pt/article/view/54
work_keys_str_mv AT antoniolopes modelbasedpredictivecontrolimplementationforcooperativeadaptivecruisecontrol
AT ruiestevesaraujo modelbasedpredictivecontrolimplementationforcooperativeadaptivecruisecontrol
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