Advanced Traffic Analysis of Aerial Video Data.
PI Park (NCA&T) Co-PI: Yi (NCA&T) Sponsor: NCDOT 3/2019 – 8/2019 Abstract VTRC WEBSITE
NCDOT
USDOT
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
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
Information-theoretic Route Planning for Autonomous Vehicle.
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
NSF
1. Information-theoretic Multiagent Paths for Anticipatory Control of Tasks (IMPACT)
Sole PI: Park Sponsor: NSF Robust Intelligence Abstract
INFORMATION-THEORETIC Navigation
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.
COOPERATIVE TRAFFIC MONITORING
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.
first-last mile on-demand transit
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
