Name
Title | ||
|---|---|---|
Traffic speed estimation based on normal location updates and call arrivals from cellular networks. |
Abstract | ||
|---|---|---|
Information and communication technologies have improved the quality of Intelligent Transportation Systems (ITS). By estimating from Cellular Floating Vehicle Data (CFVD) is more cost-effective, and easier to acquire than traditional ways. In this paper, this study proposes a novel approach to evaluate the relation of normal location update, call arrivals, traffic flow, and traffic density. Moreover, the traffic speed is estimated by the proposed approach according to CFVD. In the simulation, this study compares the real traffic information with the estimated traffic information by Vehicle Detector (VD). The experiment results show that the accuracy of traffic speed estimation is 92.92%. Therefore, the proposed approach can be used to estimate traffic speed from CFVD for ITS. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1016/j.simpat.2013.02.005 | Simulation Modelling Practice and Theory |
Keywords | Field | DocType |
Intelligent transportation system,Cellular network,Speed estimation,Traffic density estimation | Traffic flow,Computer science,Floating car data,Real-time computing,Cellular network,Traffic congestion reconstruction with Kerner's three-phase theory,Intelligent transportation system,Detector | Journal |
Volume | ISSN | Citations |
35 | 1569-190X | 4 |
PageRank | References | Authors |
0.89 | 1 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chi-Hua Chen | 1 | 66 | 18.92 |
| Hsu-Chia Chang | 2 | 4 | 1.23 |
| Chun-Yun Su | 3 | 4 | 0.89 |
| Chi-Chun Lo | 4 | 593 | 54.99 |
| Hui-Fei Lin | 5 | 11 | 2.08 |