Koopman Operator Applications in Signalized Traffic Systems

This paper proposes Koopman operator theory and the related algorithm dynamical mode decomposition (DMD) for analysis and control of signalized traffic flow networks. DMD provides a model-free approach for representing complex oscillatory dynamics from measured data, and we study its application to...

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Bibliographic Details
Main Authors: Coogan, S. (Author), Ling, E. (Author), Ratliff, L.J (Author), Zheng, L. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
Online Access:View Fulltext in Publisher