US Patent 11561058 Weapon usage monitoring system with situational state analytics

Systems and methods are provided for weapon monitoring and event prediction system, comprising an inertial measurement unit located in a weapon that is configured to generate weapon usage data indicative of at least one of a movement of the weapon, an orientation of the weapon, a direction of the weapon, or a location of the weapon, a communication circuit configured to communicate the generated weapon usage data to a device external to the weapon, a storage facility configured to store generated weapon usage data collected sequentially over a specified time period, and a machine learning facility configured to build at least one analytic model specifying weapon longitudinal situational state data and usage data predictive of the occurrence of a specified event or weapon system failure.