Pedestrian simulation: Theoretical models vs. data driven techniques

Engineering

• Kalman Filter 100%
• Model Parameter 100%
• Priori Knowledge 100%
• Real Data 100%
• Comparative Analysis 100%
• Force Model 100%
• Moving Average 100%
• Simulation Mode 100%

Keyphrases

• Data-driven Methods 100%
• Pedestrian Simulation 100%
• Locally Weighted Regression 33%
• Comparative Analysis 33%
• Superior Performance 33%
• Pedestrian Behavior 33%
• Modeling Performance 33%
• Data-driven Model 33%
• Mathematical Functions 33%
• Unscented Kalman Filter 33%
• Data Noise 33%
• Moving Average 33%
• Relative Assessment 33%
• Social Force Model 33%
• Kinematic Principle 33%
• Pedestrian Kinematics 33%

Earth and Planetary Sciences

• Kalman Filter 100%