Spatiotemporal Nonrecurring Traffic Spillback Pattern Prediction for Freeway Merging Bottleneck Using Conditional Generative Adversarial Nets with Simulation Accelerated Training.
Zirui Raymond HuangYi-Chang ChiuPublished in: ITSC (2020)
Keyphrases
- traffic flow
- lane change
- generative model
- prediction accuracy
- traffic network
- traffic management
- pattern matching
- prediction algorithm
- traffic light
- spatial and temporal
- space time
- probabilistic model
- discriminative training
- road network
- traffic congestion
- discriminative classifiers
- traffic control
- prediction error
- simulation model
- network traffic
- spatio temporal
- training set
- vehicle trajectory
- neural network
- traffic data
- cellular automata
- multi agent