Category Archives: USDOT

USDOT

USDOT

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1. VRU-POD: Vulnerable Road Users-Personalized, Optimum, and Dynamic Routing

PI Park (NCA&T)
Co-PI: Yi, Seong (NCA&T), Owens, Miller (VTTI)
Sponsor: USDOT
2/2019 – 1/2020
Abstract
VTRC WEBSITE

2. Reinforcement Learning-based Pedestrian Dynamics Models for Emergency Evacuation.

PI Park (NCA&T) Co-PI: Liu, Namilae. Sponsor: USDOT 4/2019 – 3/2021 Abstract VTRC WEBSITE

3. Travelers’ rationality in anticipatory online emergency response.

Sole PI Park (NCA&T)
Sponsor: USDOT Tier 1 CATM
2/2018 – 8/2019 
Abstract
VTRC WEBSITE

4. DRONETIM: Dynamic Routing of Unmanned-aerial and Emergency Team Incident Management.

PI Park (NCA&T)
Co-PI: Yi (NCA&T), Alden (VTTI)
Sponsor: USDOT Tier 1 CATM
2/2019 – 8/2020 
Abstract
VTRC WEBSITE

NASA, NCDOT, NSF, USDOT, VDOT

INFORMATION-THEORETIC Navigation

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Information-theoretic Multiagent Paths for Anticipatory Control of Tasks (IMPACT)

PI: Park (Single)
Sponsor: NSF Robust Intelligence 
Abstract

Intelligent Data Exploration & Analysis for New & Existing Transportation Technology (IDEANETT)

PI Park (NCA&T), Co-PI Mcbride (NCA&T), Mcdonald (UNC DCRP)
Sponsor: NC Transportation Center of Excellence in Advanced Technology Safety and Policy.
1/2020 – 12/2022

Information-theoretic Route Planning for a Heli-Rover Team.

Co-I Park (NCA&T)
PI: Ono, Co-I: Otsu, Agha (NASA JPL)
Contract: RSA1625294, Sponsor: NASA JPL
4/2019 – 9/2019
Abstract

Developing a Plan for Using Unmanned Aerial Vehicles for Traffic Operations Applications in Virginia.

Co-PI Park (NCA&T), PI Alden (VTTI), Co-PI Coggin (VTTI)
VTRC 116038, Sponsor: VDOT
8/2019 – 4/2021 
Abstract
VTRC WEBSITE

DRONETIM: Dynamic Routing of Unmanned-aerial and Emergency Team Incident Management.

PI Park (NCA&T), Co-PI: Yi (NCA&T), Alden (VTTI)
Sponsor: USDOT Tier 1 CATM
2/2019 – 8/2020 
Abstract
Exhibit F

Information-theoretic Route Planning for Ground Vehicles.

2018 & 2019 Visiting Professor Park (NCA&T)
Sponsor: NASA JPL
Collaboration with Robotics Group PI Ono
5/2018 – 8/2018, 5/2019 – 8/2019
Abstract

Research Outputs

DRONETIM: Dynamic Routing of Unmanned-aerial and Emergency Team Incident Management. J.Darko, Y. Acquaah, L. Folsom, H. Park, A. Alden. Proceedings of the The 99th Annual Meeting of TRB2020, #20-02283, 2020.

NASA, NCDOT, USDOT, VDOT

COOPERATIVE TRAFFIC MONITORING

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Travelers’ rationality in anticipatory online emergency response.

Sole PI Park (NCA&T)
Sponsor: USDOT Tier 1 CATM
2/2018 – 8/2019 
Abstract 
Exhibit F

Deep Learning Software for Traffic State Prediction

PI, Co-PI Park (NCA&T)
Sponsor: NC Transportation Center of Excellence in Advanced Technology Mobility and Congestion.
8/2020 – 7/2022

Information-theoretic Route Planning for Heli.

2019 Visiting Professor Park (NCA&T)
Sponsor: NASA JPL
Collaboration with Robotics Group PI Ono
5/2019 – 8/2019
Abstract

Roadside Truck Placard Readers for Advanced Notice and Response at Safety- Critical Facilities

Co-PI Park (NCA&T)
PI: Alden (VTTI)
VTRC 114591, Sponsor: VDOT
11/2018 – 9/2019 
Abstract
VTRC WEBSITE

Advanced Traffic Analysis of Aerial Video Data.

PI Park (NCA&T), Co-PI: Yi (NCA&T)
Sponsor: NCDOT, 3/2019 – 8/2019

Research Output

  • Simulation-Based Optimization of Emergency Response Considering Rationality of Travelers, D. Waddell, N. Pugh, K. Shirzad, H. Park, Proceedings of the The 98th Annual Meeting of TRB2019, #19-05975, 2019.
  • Online Optimization with Look-Ahead for Freeway Emergency Vehicle Dispatching considering Availability, H. Park, D., Waddel, A. Haghani, Transportation Research Part C: Emerging Technologies, in Production.
  • Real-time crash prediction and avoidance under unexpected traffic congestion, H. Park, A. Haghani, M.A. Knodler, S. Samuel, Accident Analysis & Prevention 112, 39-49, 2018
  • Visualization-based Dynamic Dispatching of First Responders.D. Waddell, N. Pugh, H. Park. Proceedings of theThe 98th Annual Meeting of TRB2019, #19-05569, 2019.
  • Prediction of Secondary Crash Likelihood considering Incident Duration using High Order Markov Model. N. Pugh, H. Park. Proceedings of the IEEE SoutheastCon 2019, Huntsville, AL, April 2019.
  • Stochastic emergency response location model considering secondary incidents on freeways. H. Park. Ali Shafahi, Ali Haghani, IEEE Transactions on Intelligent Transportation Systems, 17 (9), 2528-2540, 2016.
  • Real-time prediction of secondary incident occurrences using vehicle probe data. H. Park. Ali Haghani, Transportation Research Part C: Emerging Technologies, 70, 69–85, 2016.
  • Stochastic Capacity Adjustment Considering Secondary Incidents. H. Park. Ali Haghani, IEEE Transactions on Intelligent Transportation Systems, 17 (10), 2843 – 2853, 2016.
  • Interpretation of Bayesian neural networks for predicting the duration of detected incidentsl. H. Park, Ali Haghani, Xin Zhang, Journal of Intelligent Transportation Systems, 20 (4), 385-400, 2016.

NCDOT, USDOT

first-last mile on-demand transit

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Vulnerable Road Users Personalized, Optimum, and Dynamic Routing (VRUPOD)

PI Park (NCA&T), Co-PI: Yi, Seong (NCA&T), Owens, Miller (VTTI)
Sponsor: USDOT Tier 1 CATM
2/2019 – 1/2020, (pending) 2/2020 – 8/2021

First Mile to Health: Improving Healthcare Access in NC

Co-PI Park (NCA&T), PI Monast (NCSU ITRE), Mcdonald (UNC)
Sponsor: NC Transportation Center of Excellence in Advanced Technology Mobility and Congestion. 8/2020 – 7/2022

(pending) Vulnerable Road User Transit Optimization with healthcare Privatization (VRUTOP)

PI Park (NCA&T)
Sponsor: USDOT Tier 1 CATM
2/2020 – 7/2021

Reinforcement Learning-based Pedestrian Dynamics Models for Emergency Evacuation.

PI Park (NCA&T) Co-PI: Liu, Namilae (ERAU).
Sponsor: USDOT Tier 1 CATM
4/2019 – 3/2021

USDOT

Driver Attention Monitoring

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1. Using the new SHRP2 Naturalistic Driving Study Safety Databases to examine safety concerns for older Driver

Investigator Park (NCA&T)
PI: Samuel, Co-PI Knodler, Gao (UMASS)
NETC 15-2, Sponsor: NETC
01/2017-06/2017 (06/2018 project period)

2. Modeling effects of forward roadway glance durations on latent hazard detection.

Researcher Park
Sponsor: USDOT Tier 1 Safety Research Using Simulation
6/2016 – 7/2017

Research Output

  • Explicit Forward Glance Duration Hidden Markov Model for Inference of Spillover Detection, H. Park, N. Pugh, J. Darko, L. Folsom, S. Samuel, In: Stanton N. (eds) Advances in Human Factors of Transportation AHFE 2019. Advances in Intelligent Systems and Computing, vol 964. Springer, Cham, 2019
  • Modeling effects of forward roadway glance durations on latent hazard detection, H. Park, S. Gao, S. Samuel, Transportation Research Record: Journal of the Transportation Research Board, No. 2663, 90-98, 2017
  • Generalized Estimating Equation Model Based Recursive Partitioning: Application to Distracted Driving, H. Park, N. Pugh, Journal of Advanced Transportation Volume 2018, Article ID 3245864.