Stochastic Two-Dimensional Microscopic Traffic Model: Theory and Applications

Author:   HongSheng Qi
Publisher:   Springer Verlag, Singapore
Edition:   2024 ed.
ISBN:  

9789819735969


Pages:   376
Publication Date:   27 July 2024
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Stochastic Two-Dimensional Microscopic Traffic Model: Theory and Applications


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Author:   HongSheng Qi
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Nature
Edition:   2024 ed.
ISBN:  

9789819735969


ISBN 10:   9819735963
Pages:   376
Publication Date:   27 July 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Noise reduction filtering and behavioral estimation for human driven vehicles.- Predictability analysis of driving behavior.- Two dimensional stochastic microscopic traffic model for human driven vehicles.- Two dimensional driving behavioral model considering vehicle dynamics.- Stochastic two dimensional microscopic driving model for intelligent vehicles.- Risky driving behavior with two dimensional jerk and wandering.- Capacity adjustment factor considering lateral influence for multi lane road.- Real time estimation of driving behaviors.- Stochastic lateral wandering of progressive autonomous vehicles flow.- Test scenario generation for autonomous vehicles considering the predictability.

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Author Information

Dr. HongSheng QI received his B.E. and M.E. degrees in Traffic Engineering from Jilin University in 2006 and 2008, respectively, and his Ph.D. degree in Transportation Engineering from Jilin University in 2011. He then completed a postdoctoral research position at Zhejiang University. Since 2014, Dr. QI has been employed as Assistant Professor and, later, Associate Professor at the College of Civil Engineering and Architecture at Zhejiang University. Dr. QI's research focuses on the areas of traffic flow theory, traffic control, and data-driven traffic analysis. Since 2008, he has published over 60 peer-reviewed English papers in international journals and conferences. He currently serves as Committee Member of the World Transportation Convention (WTC), editorial board member of journal of social computing, editorial board member of CAAI Artificial Intelligence Research, and as Reviewer for several international journals. In 2021 and 2022, he was awarded the Excellent Paper Award at the World Transportation Convention. Additionally, he has been granted three US patents.

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