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Virtual sensor development

  • US 8,775,337 B2
  • Filed: 12/19/2011
  • Issued: 07/08/2014
  • Est. Priority Date: 12/19/2011
  • Status: Active Grant
First Claim
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1. A method of developing a virtual sensor, the method comprising:

  • receiving an inference model configured to accept sensor data from a mobile device and to output inferences based on the sensor data;

    inputting training data from another mobile device into the inference model to obtain a set of inferences and associated certainty values based on training data from the other mobile device; and

    determining, based at least in part on the set of inferences and associated certainty values, another inference model configured to accept other sensor data from the other mobile device and to output other inferences based on the other sensor data.

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