System and method for determining user activities using multiple sources

A computing system comprises:

• a radar emitter configured to transmit a plurality of radar signals into an interior region;
• a radar receiver configured to receive a plurality of radar reflections in response to the plurality of radar signals;
• a digital signal processor coupled to the radar emitter and the radar receiver, wherein the processor is configured to determine a plurality of processed radar signals in response to the plurality of radar reflections;
• an AI processor coupled to the digital signal processor, wherein the AI processor is configured to determine at least one activity from a plurality of activities in response to the plurality of processed radar signals;
• a processing unit coupled to the AI processor, wherein the processing unit is configured to determine a notification action to perform in response to the one or more activities;
• and
• a remote communications portion coupled to the processing unit, wherein the remote communications portion is configured to communicate occurrence of the one or more activities to a remote location.

A method for a system comprises:

• beaming with a plurality of radar emitters, a plurality of radar signals into an interior region;
• receiving with a plurality of radar receivers, a plurality of radar reflections associated with a first object and a second object in response to the plurality of radar signals;
• processing with a digital signal processor, the plurality of radar reflections to determine a plurality of processed radar signals primarily associated with the first object;
• determining with a graphical processing unit, at least one activity from a plurality of activities in response to the plurality of processed radar signals;
• and
• determining with a central processing unit, a notification action to perform in response to the one or more activities;
• and
• performing with the central processing unit within the central hub, the notification action.