A Mesoscopic Traffic Data Assimilation Framework for Vehicle Density Estimation on Urban Traffic Networks Based on Particle Filters.
Song WangXu XieRusheng JuPublished in: Entropy (2019)
Keyphrases
- urban traffic
- density estimation
- particle filter
- traffic control
- traffic congestion
- traffic flow
- particle filtering
- data assimilation
- state space
- object tracking
- mixture model
- visual tracking
- traffic light
- intelligent transportation systems
- real time
- density function
- bayesian framework
- probability density function
- gaussian mixture model
- autonomous vehicles
- traffic management
- computer vision
- machine learning