Systems and methods for probabilistic determination of real world events
in a sensory environment such as a predicting location in a responsive
environment are described. A responsive environment system includes a set
of sensors for making probabilistic observations of RFID sensor tags. The
system also includes a control system employing a set of possible real
world events and statistical processing system for predicting a
particular real world event state based upon the sensor observations. In
one configuration, a Hidden Markov Model is used for the statistical
processing system and may be updated based upon the prediction of the
model. The responsive environment will then launch a response based upon
the predicted real world event state.