標題: | Exploring GPS Data for Traffic Status Estimation |
作者: | Chang, Yu-Ming Wei, Ling-Yin Lin, Chun-Shuo Jung, Chen-Hen Chen, I-Hung Peng, Wen-Chih 資訊工程學系 Department of Computer Science |
公開日期: | 2009 |
摘要: | Traffic status plays an important role in navigation systems. To estimate traffic status, expensive sensors are deployed, which is not cost efficient. In view of the growth of GPS navigation services, in this paper, we propose two algorithms to estimate traffic status of road segments in our CarWeb platform. To evaluate our proposed algorithms, we implement the proposed algorithms in our CarWeb platform that is used to collect GPS data points from cars. Extensive experiments are conducted on real datasets and experimental results indicate that our algorithms can provide desirable predictions of traffic status. |
URI: | http://hdl.handle.net/11536/16628 |
ISBN: | 978-1-4244-4153-2 |
期刊: | MDM: 2009 10TH INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT |
起始頁: | 369 |
結束頁: | 370 |
顯示於類別: | 會議論文 |