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Ximeng Fan
- MS studentMSDepartment of Civil and Environmental EngineeringSamueli School of EngineeringUC Irvine20182020
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PhD studentPhD, Civil and Environmental EngineeringDepartment of Civil and Environmental EngineeringSamueli School of EngineeringUC Irvine20202023
- Dissertation
- Smoothing and Imputation of Longitudinal Vehicle Trajectory Data
- Advisor
- Wenlong Jin
- MS studentMSDepartment of Civil and Environmental EngineeringSamueli School of EngineeringUC Irvine20182020
- GSRITS-IrvineUC Irvine20182023
-
PhD studentPhD, Civil and Environmental EngineeringDepartment of Civil and Environmental EngineeringSamueli School of EngineeringUC Irvine20202023
- Dissertation
- Smoothing and Imputation of Longitudinal Vehicle Trajectory Data
- Advisor
- Wenlong Jin
- Transportation AnalystStantec2023
Record last updated: December 8, 2024.
Related Information
ITS Affiliations
Recent Projects
Complete | Aug 2021—Aug 2022
Research Team:
Department(s):
Complete | Mar 2020—Dec 2021
Research Team:
Department(s):
Complete | Jul 2018—Jun 2019
Research Team:
Department(s):
Recent Research Products
published journal article |
Nov 2024
Two-Step Quadratic Programming for Physically Meaningful Smoothing of Longitudinal Vehicle Trajectories
Transportation Science
conference paper |
Jan 2024
Quadratic Programming Method for Vehicle Trajectory Imputation Using Fixed and Mobile Sensor Data
Transportation Research Board 103rd Annual Meeting
conference paper |
Jul 2023
Two-step quadratic programming for physically meaningful smoothing of longitudinal vehicle trajectories
International Symposium on Transportation and Traffic Theory (ISTTT25)
Events
Past Nov 28, 2023 @ 1:00pm
PhD Defense
PhD Defense: Smoothing and Imputation of Longitudinal Vehicle Trajectory Data
Publications
Note: Publications listed below are generally limited to those associated activity during Ximeng Fan's affiliation with ITS-Irvine. The list may be incomplete. For a more comprehensive list, please consult other data sources in their Related Information.
Journal Articles
- Ximeng Fan, Wen-Long Jin and Penghang Yin (2024) “Two-Step Quadratic Programming for Physically Meaningful Smoothing of Longitudinal Vehicle Trajectories”, Transportation Science, 58(6), pp. 1371–1388. Available at: 10.1287/trsc.2024.0524. [ITS-Irvine record]
Conference Papers
- Ximeng Fan, Xuting Wang and Wen-Long Jin (2024) “Quadratic Programming Method for Vehicle Trajectory Imputation Using Fixed and Mobile Sensor Data”. Transportation Research Board 103rd Annual Meeting. [ITS-Irvine record]
- Ximeng Fan, Wenlong Jin and Penghang Yin (2023) “Two-step quadratic programming for physically meaningful smoothing of longitudinal vehicle trajectories”. International Symposium on Transportation and Traffic Theory (ISTTT25). [ITS-Irvine record]
- Ximeng Fan, Wenlong Jin and Penghang Yin (2022) “Novel Approach for Correcting and Smoothing Longitudinal Trajectories of Individual Vehicles”. 101st Annual Meeting of the Transportation Research Board. [ITS-Irvine record]
- Xi-Meng Fan (2020) “Dynamic advisory speed limit and its impact on the overall performance of signalized networks: A network fundamental diagram approach”, in Proceedings of the 3rd annual irvine symposium for emerging research in transportation (ISERT 2020). [ITS-Irvine record]
Theses and Dissertations
- Ximeng Fan (2023) Smoothing and Imputation of Longitudinal Vehicle Trajectory Data. UC Irvine. Available at: https://uci.primo.exlibrisgroup.com/permalink/01CDL_IRV_INST/u4evf/cdi_cdl_escholarship_oai_escholarship_org_ark_13030_qt8c4333qs (Accessed: October 23, 2024). [ITS-Irvine record]
Technical Reports
- Wenlong Jin and Ximeng Fan (2021) Impacts of connected and autonomous vehicles on the performance of signalized networks: A network fundamental diagram approach. Research Report. ITS-Irvine. Available at: https://www.metrans.org/assets/research/psr-19-32%20to044_jin_final%20report.pdf. [ITS-Irvine record]
Policy Briefs
- Wenlong Jin and Ximeng Fan (2021) Impacts of connected and autonomous vehicles on the performance of signalized networks: A network fundamental diagram approach. Policy Brief. ITS-Irvine. Available at: https://www.metrans.org/assets/research/psr-19-32%20research%20brief.pdf. [ITS-Irvine record]
Presentations
- Ximeng Fan and Wenlong Jin (2021) “Periodicity Detection of Simulated Traffic Data and Calibration of Network Fundamental Diagrams in Signalized Road Networks”. 100th TRB Annual Meeting. [ITS-Irvine record]
- Ximeng Fan, Pengyuan Sun and Wenlong Jin (2020) “Impact of Advisory Speed Limit on the Overall Performance of Signalized Networks: A Network Fundamental Diagram Approach”. 99th Annual Meeting of the Transportation Research Board, Washington, DC, 15 January. [ITS-Irvine record]