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Vol. 166, Issue 3, March 2014, pp. 23-28




Vehicle Driving Data Collection and Analysis Based on GPRS

Runze Hao, * Shupeng Zhao, Ning Li, Lei Liang

Agriculture University of Hebei of China, Baoding, China

E-mail: nbaguide@163.com, zspdoor@sohu.com



Received: 28 November 2013 /Accepted: 28 January 2014 /Published: 31 March 2014

Digital Sensors and Sensor Sysstems


Abstract: In order to build China's typical urban vehicle driving cycle, this paper based on the GPRS wireless data acquisition system, through the on-board PDA collect data, the kinematics fragments after initial treatment can be got, and then use the principal component analysis and dynamic clustering method to partition the fragments, so as to build a vehicle driving cycle. The new driving cycle compares about driving characteristics with the foreign typical driving cycle, the results show that the time ratio of driving characteristics of acceleration and deceleration based on China's urban driving cycle above the time ratio of driving characteristics of acceleration and deceleration in EU, the time ratio of constant speed based on China's urban driving cycle under the time ratio in EU.


Keywords: Vehicle, Driving cycle, GPRS, Data recorder, Build.


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