IDENTIFICACIÓN DE IRREGULARIDADES DEL CAMINO EN BASE A PATRONES DE ACELERÓMETRO

MORENO NIETO, RICARDO (2016) IDENTIFICACIÓN DE IRREGULARIDADES DEL CAMINO EN BASE A PATRONES DE ACELERÓMETRO. Maestría thesis, UNIVERSIDAD AUTONOMA DE CHIHUAHUA.

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Tesis Ricardo Moreno Nieto.pdf

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Resumen

It's viable to detect roadway surface disruptions using the accelerometer sensor of a mobile device, between August 2014 and September 2016 time series from accelerometer signal were collected and processed, all of them captured with the devices on different vehicle positions and also different vehicles were used. To process the data Bag of words for time series were implemented, and performed tests with a set of Machine Learning algorithms which achieved better results in comparison with the state of the art

Tipo de Documento: Tesis (Maestría)
Palabras Clave: Keywords: Bag of Words, time series, mobile devices, machine learning, neural networks.
Clasificación temática: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Usuario Remitente: Admin Administrador del Respositorio
Depositado: 06 Nov 2017 12:53
Ultima Modificación: 06 Nov 2017 14:09
URI: http://repositorio.uach.mx/id/eprint/128

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Universidad Autonoma de Chihuahua