Abstract: The present disclosure includes systems and methods for detecting an anomaly in crowd behavior. The method includes receiving sensor data representing a crowd, and partitioning the sensor data into local areas forming neighborhoods. The method further includes, for each local area, characterizing motion in the local area to determine real-time estimates of motion of sub-populations based on the sensor data, providing a crowd model for each local area, representing continuous functions describing expected motion near each local area, and determining parametric values of the crowd model based on the real-time estimates of the motion of the sub-populations.

Abstract: The present disclosure includes systems and methods for detecting an anomaly in crowd behavior. The method includes receiving sensor data representing a crowd, and partitioning the sensor data into local areas forming neighborhoods. The method further includes, for each local area, characterizing motion in the local area to determine real-time estimates of motion of sub-populations based on the sensor data, providing a crowd model for each local area, representing continuous functions describing expected motion near each local area, and determining parametric values of the crowd model based on the real-time estimates of the motion of the sub-populations.

Abstract: The invention provides a controller for specifying a drive voltage for synchronous motors relative to a desired speed profile. The controller senses motor current and optionally senses motor rotational position. A motor torque reference is first determined to balance (a) an estimated motor load torque, (b) the reference speed profile, and (c) a filtered incremental friction. A reference torque is then determined for the operating speed, and a reference current is determined to produce the reference torque. A primary voltage module then determines a primary voltage as a function of the calculated motor torque and the reference motor current to create a reference current at the operating speed. An incremental voltage module determines an incremental voltage based on an incremental resistance and an incremental back EMF of the motor. The primary and incremental voltages are then summed specify the applied voltage to drive the motor to the reference speed profile.