Physics-Informed Neural Networks (PINNs)-Based Traffic State Estimation: An Application to Traffic Network.
Muhammad UsamaRui MaJason HartMikaela WojcikPublished in: Algorithms (2022)
Keyphrases
- traffic network
- state estimation
- neural network
- traffic flow
- transportation networks
- traffic flows
- traffic information
- urban areas
- kalman filter
- traffic light
- kalman filtering
- particle filter
- particle filtering
- road traffic
- travel time
- dynamic systems
- visual tracking
- traffic data
- traffic congestion
- navigation systems
- traffic management
- traffic signal
- fuzzy logic
- aerial images
- multi sensor
- road network
- cellular automata
- complex systems
- traffic patterns
- three dimensional
- genetic algorithm