Pedestrian Simulation: A Review
arXiv:2102.03289
Abstract
This article focuses on different aspects of pedestrian (crowd) modeling and simulation. The review includes: various modeling criteria, such as granularity, techniques, and factors involved in modeling pedestrian behavior, and different pedestrian simulation methods with a more detailed look at two approaches for simulating pedestrian behavior in traffic scenes. At the end, benefits and drawbacks of different simulation techniques are discussed and recommendations are made for future research.
References in corpus (6)
- Social Force Model for Pedestrian Dynamics
- Simulation of pedestrian dynamics using a 2-dimensional cellular automaton
- Gradient Navigation Model for Pedestrian Dynamics
- Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs
- Deep Learning for Vision-based Prediction: A Survey
- Graph-SIM: A Graph-based Spatiotemporal Interaction Modelling for Pedestrian Action Prediction