Origin-destination trip table estimation based on subarea network OD flow and vehicle trajectory data |
| |
Authors: | Hyunmyung Kim Daisik Nam Seung Hoon Cheon |
| |
Affiliation: | 1. Department of Transportation Engineering, College of Engineering, Myong Ji University, Yongin, Korea;2. Institute of Transportation Studies, University of California, Irvine, USA;3. Korea Transport Database Center, The Korea Transport Institute, Sejong-si, Korea |
| |
Abstract: | Identifying accurate origin-destination (O-D) travel demand is one of the most important and challenging tasks in the transportation planning field. Recently, a wide range of traffic data has been made available. This paper proposes an O-D estimation model using multiple field data. This study takes advantage of emerging technologies – car navigation systems, highway toll collecting systems and link traffic counts – to determine O-D demand. The proposed method is unique since these multiple data are combined to improve the accuracy of O-D estimation for an entire network. We tested our model on a sample network and found great potential for using multiple data as a means of O-D estimation. The errors of a single input data source do not critically affect the model’s overall accuracy, meaning that combining multiple data provides resilience to these errors. It is suggested that the model is a feasible means for more reliable O-D estimation. |
| |
Keywords: | Travel demand O-D trip table estimation vehicle trajectory subarea O-D multiple field data model |
|
|