Data-driven car-following traffic modeling using dynamic mode decomposition

Poorendra Ramlall; Subhradeep Roy

doi:10.1016/j.ifacol.2025.12.303

Data-driven car-following traffic modeling using dynamic mode decomposition

Poorendra Ramlall
, Subhradeep Roy

Embry-Riddle Aeronautical University

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	599-604
Number of pages	6
Journal	IFAC Proceedings Volumes (IFAC-PapersOnline)
Volume	59
Issue number	30
DOIs	https://doi.org/10.1016/j.ifacol.2025.12.303
State	Published - Oct 1 2025
Externally published	Yes
Event	5th Conference on Modeling, Estimation and Control, MECC 2025 - Pittsburgh, United States Duration: Oct 5 2025 → Oct 8 2025

ASJC Scopus Subject Areas

Control and Systems Engineering

Keywords

car-following
dynamic mode decomposition
estimation
hybrid traffic
prediction

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10.1016/j.ifacol.2025.12.303

Cite this

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title = "Data-driven car-following traffic modeling using dynamic mode decomposition",

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author = "Poorendra Ramlall and Subhradeep Roy",

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T1 - Data-driven car-following traffic modeling using dynamic mode decomposition

AU - Ramlall, Poorendra

AU - Roy, Subhradeep

PY - 2025/10/1

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KW - car-following

KW - dynamic mode decomposition

KW - estimation

KW - hybrid traffic

KW - prediction

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UR - https://www.scopus.com/pages/publications/105028631471#tab=citedBy

U2 - 10.1016/j.ifacol.2025.12.303

DO - 10.1016/j.ifacol.2025.12.303

M3 - Conference article

AN - SCOPUS:105028631471

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VL - 59

SP - 599

EP - 604

JO - IFAC Proceedings Volumes (IFAC-PapersOnline)

JF - IFAC Proceedings Volumes (IFAC-PapersOnline)

IS - 30

T2 - 5th Conference on Modeling, Estimation and Control, MECC 2025

Y2 - 5 October 2025 through 8 October 2025

ER -

Data-driven car-following traffic modeling using dynamic mode decomposition

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this