Data assimilation approach for addressing incompleteness in pedestrian flow measurement techniques using particle filter
Fig 2
Integration of particle filters into agent-based simulation.
After particles are generated by the model, they are weighted based on camera-captured inflow data. Agents move to locations that are most likely to be visited at time t in both the model and the real world.