TY - GEN
T1 - Naturalistic Driving Study for Older Drivers based on the DriveSafe App
AU - Bergasa, Luis M.
AU - Araluce, Javier
AU - Romera, Eduardo
AU - Barea, Rafael
AU - Lopez-Guilen, Elena
AU - Egido, Javier Del
AU - Hernanz-Mayoral, Carlos A.
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/10
Y1 - 2019/10
N2 - Elderly population is increasing year after year in the developed countries. However, the knowledge of actual mobility needs of senior drivers is scarce. In this paper, we present a naturalistic driving study (NDS) focused on older drivers through smartphone technology and using our DriveSafe app. Our system automatically generates a driving analysis report based on objective indicators. The proposal supposes an improvement over the traditional surveys and observers, and represents an advance over the current NDSs by using smartphones instead of complex instrumented vehicles. Our method avoids the problems of manual annotation by using an automatic method for data reduction information. Furthermore, a comparison between traditional questionnaires and information provided by our system is carried out and conclusions are presented.
AB - Elderly population is increasing year after year in the developed countries. However, the knowledge of actual mobility needs of senior drivers is scarce. In this paper, we present a naturalistic driving study (NDS) focused on older drivers through smartphone technology and using our DriveSafe app. Our system automatically generates a driving analysis report based on objective indicators. The proposal supposes an improvement over the traditional surveys and observers, and represents an advance over the current NDSs by using smartphones instead of complex instrumented vehicles. Our method avoids the problems of manual annotation by using an automatic method for data reduction information. Furthermore, a comparison between traditional questionnaires and information provided by our system is carried out and conclusions are presented.
UR - https://www.scopus.com/pages/publications/85076814554
U2 - 10.1109/ITSC.2019.8917079
DO - 10.1109/ITSC.2019.8917079
M3 - Conference contribution
AN - SCOPUS:85076814554
T3 - 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019
SP - 1574
EP - 1579
BT - 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019
Y2 - 27 October 2019 through 30 October 2019
ER -