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Content Provider | IEEE Xplore Digital Library |
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Author | Xiaokai He Jiajun Hu Jialiang Lu Min-You Wu Guerin, Benoit |
Copyright Year | 2011 |
Description | Author affiliation: Département Télécommunications Services & Usages, Institut National des Sciences Appliquées de Lyon, France (Guerin, Benoit) || Department of Computer Science and Engineering, Shanghai Jiao Tong University, China, 200240 (Xiaokai He; Jiajun Hu; Jialiang Lu; Min-You Wu) |
Abstract | Understanding the human behaviors in driving is a highly complex topic but on the other hand, extremely important for improving human's driving competence by developing driver assistant systems accordingly and finally accomplishing fully autonomous vehicles and road systems. There are many excellent researches in this area for decades. However, by building a comprehensive system to evaluate human driver's behavior, we found that none of the existing model can reflect the same outcome as our observation from the real world in the multiplex traffic scenario. But this is indeed important for us to find the right way to improve road traffic efficiency as well as develop autonomous vehicles. In this work, we combined couple of previous approaches to a single model with some improvements and successfully implemented it into a new simulator which can be used to evaluate other traffic applications upon the driver behavior model. We focused on lane changing decision of the driver behavior since it is the most complex part and causes the most problem and inconsistency in previous researches. After comparing the result getting from the simulation based on the new model with the real world observation, we can conclude that the new driver behavior model does reflect the real world scenario. And the model and simulator also helps us in our further researches in intelligent traffic control area. |
Starting Page | 2385 |
Ending Page | 2389 |
File Size | 955726 |
Page Count | 5 |
File Format | |
ISBN | 9781457715860 |
e-ISBN | 9781457715877 |
DOI | 10.1109/ICCSNT.2011.6182452 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2011-12-24 |
Publisher Place | China |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Roads Computational modeling Microscopy Hidden Markov models Humans Traffic control Traffic simulator Driver behavior Modeling Vehicles |
Content Type | Text |
Resource Type | Article |
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