Intelligent automatic overtaking system using vision for vehicle detection


Autoria(s): Milanés Montero, Vicente; Fernández Llorca, David; Villagra Serrano, Jorge; Pérez, Joshué; Fernández López, Carlos; Parra Alonso, Ignacio; González Fernández-Vallejo, Carlos; Sotelo, Miguel Ángel
Data(s)

2012

Resumo

There is clear evidence that investment in intelligent transportation system technologies brings major social and economic benefits. Technological advances in the area of automatic systems in particular are becoming vital for the reduction of road deaths. We here describe our approach to automation of one the riskiest autonomous manœuvres involving vehicles – overtaking. The approach is based on a stereo vision system responsible for detecting any preceding vehicle and triggering the autonomous overtaking manœuvre. To this end, a fuzzy-logic based controller was developed to emulate how humans overtake. Its input is information from the vision system and from a positioning-based system consisting of a differential global positioning system (DGPS) and an inertial measurement unit (IMU). Its output is the generation of action on the vehicle’s actuators, i.e., the steering wheel and throttle and brake pedals. The system has been incorporated into a commercial Citroën car and tested on the private driving circuit at the facilities of our research center, CAR, with different preceding vehicles – a motorbike, car, and truck – with encouraging results.

Formato

application/pdf

Identificador

http://oa.upm.es/21249/

Idioma(s)

eng

Relação

http://oa.upm.es/21249/1/INVE_MEM_2012_144161.pdf

http://www.sciencedirect.com/science/article/pii/S0957417411013339

info:eu-repo/semantics/altIdentifier/doi/10.1016/j.eswa.2011.09.024

Direitos

http://creativecommons.org/licenses/by-nc-nd/3.0/es/

info:eu-repo/semantics/openAccess

Fonte

Expert Systems with Applications, ISSN 0957-4174, 2012, Vol. 39, No. 3

Palavras-Chave #Robótica e Informática Industrial #Transporte
Tipo

info:eu-repo/semantics/article

Artículo

PeerReviewed