Online deployment of dynamic traffic assignment: architecture and run-time management

Y Wen, R Balakrishna, M Ben-Akiva, S Smith - IEE Proceedings-Intelligent …, 2006 - IET
… for the online deployment of dynamic traffic assignment systems … A case study of the recent
deployment of the DynaMIT route … practical aspects in the deployment process. A preliminary …

Improving the accuracy and efficiency of online calibration for simulation-based Dynamic Traffic Assignment

H Zhang, R Seshadri, AA Prakash, C Antoniou… - … Research Part C …, 2021 - Elsevier
… in real-world deployments of simulation-based dynamic traffic assignment systems. … The
work has applications in real-world deployments of simulation-based dynamic traffic assignment

Improving scalability of generic online calibration for real-time dynamic traffic assignment systems

AA Prakash, R Seshadri, C Antoniou… - Transportation …, 2018 - journals.sagepub.com
… However, a key challenge in adopting the EKF for online … of the EKF poses challenges for
online deployment. This is in … the dimensionality of the generic online calibration problem; (2) to …

Reducing the dimension of online calibration in dynamic traffic assignment systems

AA Prakash, R Seshadri, C Antoniou… - Transportation …, 2017 - journals.sagepub.com
traffic conditions better. This adjustment is essential for the deployment of effective real-time
traffic … In this paper, the online calibration variables are only the origin–destination (OD) flows…

Behavior-based consistency-seeking models as deployment alternatives to dynamic traffic assignment models

S Peeta, WY Jeong - Transportation Research Part C: Emerging …, 2006 - Elsevier
traffic assignment paradigm for the real-time control of traffic … is deployed by updating the
ambient driver behavior class fractions so as to ensure consistency with the real-time traffic

Joint roadside unit deployment and service task assignment for Internet of Vehicles (IoV)

Y Ni, J He, L Cai, J Pan, Y Bo - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
… In this paper, we investigate an RSU deployment problem for 2-D IoV networks … task
assignment. We formulate a novel utility-based maximization problem to solve the RSU deployment

On-line calibration for dynamic traffic assignment

C Antoniou - 2004 - dspace.mit.edu
In this thesis, an on-line calibration approach for dynamic traffic assignment (DTA) that
jointly estimates demand and supply parameters has been developed. The objective of on-line …

Towards the deployment of machine learning solutions in network traffic classification: A systematic survey

F Pacheco, E Exposito, M Gineste… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
… analysis with ML started being used in 2005, however, several problems persist due to the
traffic … were deployed in an offline manner, the authors also addressed to online deployments, …

Algorithmic and implementation aspects of on-line calibration of dynamic traffic assignment

E Huang - 2010 - dspace.mit.edu
… 5.1 RMSN for the online validation of counts for the four … for the deployment of such DTA
system is the availability of an array of sensors that provides timely, accurate and reliable traffic

[PDF][PDF] Recursive approaches for online consistency checking and OD demand updating for real-time dynamic traffic assignment operation

X Zhou, HS Mahmassani… - Transportation Research …, 2005 - researchgate.net
… been devoted to the Dynamic Traffic Assignment (DTA) … traffic assignment is intended to
capture dynamic tripmaker decisions and complex traffic processes in the practical deployment