Research Article
On the Use of Smartphone Sensors for Developing Advanced Driver Assistance Systems
@INPROCEEDINGS{10.1007/978-3-030-51005-3_11, author={Nuno M. Santos and Andr\^{e} L. Ferreira and Jo\"{a}o M. Fernandes}, title={On the Use of Smartphone Sensors for Developing Advanced Driver Assistance Systems}, proceedings={Science and Technologies for Smart Cities. 5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019, Proceedings}, proceedings_a={SMARTCITY}, year={2020}, month={7}, keywords={Advanced Driver Assistance Systems Smartphones Inertial sensors Vertical acceleration Controlled experiments}, doi={10.1007/978-3-030-51005-3_11} }- Nuno M. Santos
André L. Ferreira
João M. Fernandes
Year: 2020
On the Use of Smartphone Sensors for Developing Advanced Driver Assistance Systems
SMARTCITY
Springer
DOI: 10.1007/978-3-030-51005-3_11
Abstract
Technological evolution impacts several industries, including automotive. The combination of software with advancements in sensory capabilities results in new Advanced Driver Assistance System (ADAS). The pervasiveness of smartphones and their sensory capabilities makes them an solid platform for the development of ADAS. Our work is motivated by concerns on the reliability of data acquired from such devices for developing ADAS. We performed a number of controlled experiments to understand which factors impact the collection of accelerometer data with smartphones. We conclude that the quality of data acquired is not significantly affected by using different smartphones, car mounts, rates of sampling, or vehicles for the purpose of developing ADAS. Our results indicate that smartphone sensors can be used to develop ADAS.
