Title :
Estimating true speed of moving vehicle using smartphone-based GPS measurement
Author :
Chowdhury, A. ; Chakravarty, T. ; Balamuralidhar, P.
Author_Institution :
TCS Innovation Labs., Tata Consultancy Services, Kolkata, India
Abstract :
The Global Positioning System (GPS) receivers are now an integral part of smartphones. However, phone based GPS measurements display much less accuracy as compared to professional grade receivers. On the other hand, the deep penetration of smartphones in consumer market offers opportunity for customizing new solutions. One such possible application is targeted towards identifying risky driving profile for the purpose of customizing auto-insurance premium. For this to be successful, one needs to estimate the true vehicle speed. In this paper, we have presented a method to estimate the true speed of a moving vehicle derived solely from GPS measurements. In this case the accelerometer sensors are not used in conjunction with GPS measurement. The results are compared with OBD2 speed measurement. The proposed method computes a better estimate of vehicle speed, where correctness is measured relative to OBD2 measurement.
Keywords :
Global Positioning System; radio receivers; road vehicles; smart phones; velocity measurement; Global Positioning System receivers; OBD2 speed measurement; accelerometer sensors; autoinsurance premium customization; consumer market; moving vehicle; professional grade receivers; risky driving profile identification; smartphone-based GPS measurement; true speed estimation; Finite impulse response filters; Global Positioning System; Smart phones; Time measurement; Vehicles; Velocity measurement; GPS; Moving Vehicle; OBD2; Speed Correction;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974444