Systems and Methods for Adaptive Smart Environment Automation

摘要

Several embodiments of systems and methods for adaptive smart environment automation are described herein. In one embodiment, a computer implemented method includes determining a plurality of sequence patterns of data points in a set of input data corresponding to a plurality of sensors in a space. The input data include a plurality of data points corresponding to each of the sensors, and the sequence patterns are at least partially discontinuous. The method also includes generating a plurality of statistical models based on the plurality of sequence patterns, and the individual statistical models corresponding to an activity of a user. The method further includes recognizing the activity of the user based on the statistical models and additional input data from the sensors.

主权项

1. A system, comprising:
a plurality of sensors installed in a space, the sensors being configured to provide first input data; a control element installed in the space; and a controller operatively coupled to the sensors and the control element, the controller being programmed to:
recognize an activity of a resident based at least in part on the first input data; andautomate an operation of the control element based at least in part on the recognized activity; a server operatively coupled to the controller, the server being programmed to:
store data associated with the recognized activity.