Non-intrusive monitoring system

A monitoring system, comprising:

• one or more sensor devices each configured to collect sensor data from a respective environment, wherein the one or more sensor devices are positioned within a structure;
• and
• a hub device positioned within the structure and configured to:
• dynamically include a new sensor device with the one or more sensor devices;
• obtain sensor data that originates from the one or more sensor devices;
• generate a heatmap of one or more areas within the structure based on classifying activity information captured by the sensor data, wherein the heatmap identifies types of activities, locations of activities, and the sensor devices involved in detecting activities;
• use the heatmap as a reference to determine whether an occurrence or non-occurrence of a particular activity deviates from the heatmap activities;
• and
• in response to determining that a deviation has occurred, generate a notification indicative of the deviation.

A hub device of a monitoring system that includes a plurality of sensor devices distributed across an area, the hub device including a processor and a memory having instructions stored therein, wherein instructions upon execution by the processor configure the processor to:

• dynamically maintain a network whitelist that identifies the plurality of sensor devices;
• receive, from one or more satellite devices, sensor data originating from the plurality of sensor devices;
• generate an activity record of the area based on classifying activity information captured by the sensor data;
• and
• in response to determining that an occurrence or non-occurrence of a particular activity deviates from the activity record in a particular sensor data, transmit an alert notification to a user device.

A method for a monitoring system for an area, the method comprising:

• collecting, by a processor via a plurality of sensor devices of the monitoring system that are distributed across the area, activity information of an individual within the area;
• classifying, by the processor, the activity information based on comparing the activity information with historical activity information stored in a database;
• generating, by the processor, an activity heatmap based on updating a number of activity occurrences according to the classified activity information;
• and
• in response to detecting a non-occurrence of a normally-occurring activity identified by the activity heatmap, providing, by the processor, an alert notification to a user device associated with the individual.