Implementation of microscopic parameters for density estimation of heterogeneous traffic flow for VANET.
Tariq UmerZhiguo DingBahram HonaryHasan AhmadPublished in: CSNDSP (2010)
Keyphrases
- density estimation
- traffic flow
- probability density function
- density function
- multivariate gaussian distribution
- gaussian mixture
- road traffic
- mixture model
- probability density
- traffic flows
- traffic patterns
- expectation maximization
- traffic data
- parzen window
- traffic density
- traffic congestion
- outlier detection
- kernel density estimation
- intelligent transport systems
- travel time
- cellular automata
- parameter estimation
- nonparametric density estimation
- gaussian mixture model
- traffic light
- information retrieval
- nearest neighbor
- em algorithm
- traffic management
- traffic information
- traffic network
- data mining
- image segmentation
- reinforcement learning
- density estimators
- principal component analysis
- maximum likelihood
- generative model