Citation:
The 5th IEEE International Conference on Consumer Electronics, Berlin, September 6-9, 2015: conference program and short abstracts. Berlin: IEEE, 2015 (Pp. 153-157)
Sponsor:
The research leading to these results has received funding from the “HERMES-SMART DRIVER” project TIN2013-46801-C4-2-R within the Spanish "Plan Nacional de I+D+I" under the Spanish Ministerio de Economía y Competitividad
and from the Spanish Ministerio de Economía y Competitividad funded projects (co-financed by the Fondo Europeo de Desarrollo Regional (FEDER)) IRENE (PT-2012-1036-370000), COMINN (IPT-2012-0883-430000) and REMEDISS
(IPT-2012-0882-430000) within the INNPACTO program
Project:
Gobierno de España. TIN2013-46801-C4-2-R info:eu-repo/grantAgreement/EC/PT-2012-1036-370000 info:eu-repo/grantAgreement/EC/IPT-2012-0883- 430000 info:eu-repo/grantAgreement/EC/IPT-2012-0882-430000
Stress is the cause of a large number of traffic accidents. The driver increases driving mistakes when he or she is in this mental state. Furthermore, the fuel consumption gets worse. In this paper, we propose an algorithm to estimate the optimum speed from thStress is the cause of a large number of traffic accidents. The driver increases driving mistakes when he or she is in this mental state. Furthermore, the fuel consumption gets worse. In this paper, we propose an algorithm to estimate the optimum speed from the point of view of the stress level for each road section. When the driver completes a road section, the solution provides him or her with feedback. This feedback consists of recommendations such as: "You have driven too fast". The aim is that the driver adjusts speed when he or she repeats the trip. Optimization of the speed reduces stress and improves the driving from the point of view of energy saving. The optimal average speed is estimated using Particle Swarm Optimization (PSO) and MultiLayer Perceptron (MLP). The solution was deployed on Android mobile devices. The results show that the drivers drive smoother and reduce stress when they use the proposal.[+][-]
Description:
2015 IEEE 5th International Conference on Consumer Electronics–Berlin (ICCE-Berlin), September 6-9, 2015