Blue Oak is building a non-wearable, privacy-focused, smart-home-style device that can be placed in indoor areas to help monitor the residents by sensing and analyzing vibration signal from the floor. The device can be used to detect falls and send out alarms, analyze gait pattern and detect fall risks, and identify individuals based on footstep pattern and localize their locations. Our product is designed to be an integral part of elderly monitoring system and remote monitoring solution that empowers independent living by increasing the level of safety and comfort while reducing cost in medical and residential settings.