Brain is our cloud based real-time processing framework. Using data streams form SenseIoT you can interpret your data using our online algorithms.

A data processor executes Octave commands on a given interval. GNU Octave is a high-level interpreted language, primarily intended for numerical computations. It provides capabilities for the numerical solution of linear and nonlinear problems, and for performing other numerical experiments (http://www.gnu.org/software/octave/).

Users can upload their own Octave script to be executed or use standard commands and functions. The maximum runtime of a data processor is 5 seconds, after 5 seconds the process will be terminated. The output of the data processor is a new sensor data point.

Checkout our API Reference how to use a data processor.

State services can be used to interpret your data in real-time in SenseIoT. A state services can be a generic module like a clustering service but it can also be more specific like a gps distance calculation service. Default states are pre-define and sometimes pre-learned services for a specific perpose. Some of these states can be used to learn new events.

• Activity
  The sit/stand activity of the user
• Availability
  A time and location based state to learn the user’s availability with feedback
• Location
  User defined location annotation
• Location Forecast
  A location forecast for the next 10 minutes for the annotated location
• Position
  An accuracy and time based position estimation to filter bogus GPS data coming from GSM/WIFI
• Reachability
  A call and service based rechability state
• Top Locations
  A list of addresses of the most visted locations

• Pose Prediction
  A state recognition services optimized for determining the pose of the user based on accelerometer data
• State recognition
  A services for classifing states using supervised sensor fusion
• Forecasting
  A state recognition service with episodic memory used to forecast pre-learned states
• Math Expression
  A services for manipulating sensor data streams using math expressions
• Position Filter
  An accuracy and time based position estimation to filter bogus GPS data coming from GSM/WIFI
• GPS Distance Calculation
  A service to calculate the distance in meters between GPS points using the Haversine formula
• Top Locations
  A list of addresses of the most visted locations