licentiateThesis
Diseño de un prototipo electrónico para el control automático de la luz alta de un vehículo mediante detección inteligente de otros automóviles
Fecha
2018Autor
Miranda-Arce, Ronald
Institución
Resumen
The design and testing of an electronic prototype for the automatic control of the vehicle's high light through the intelligent detection of other automobiles is presented.
This improves driving experience and driving safety at night, reducing the risk of accidents due to glare on the roads.
It exposes the use of machine learning for the training of a neural network, that allows deep recognition of patterns, in this case identify the pattern that describes a vehicle when it approaches.
A neural network capable of correctly identifying up to 89% of the cases occurred in the tests performed was successfully trained, generating the signals to automatically control the high beam and low beam.