Environmental monitoring systems, methods and media

Number of patents in Portfolio can not be more than 2000

United States of America Patent

PATENT NO 10948312
APP PUB NO 20180348013A1
SERIAL NO

15778841

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Abstract

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A system for monitoring a physical environmental property having non-stationary heteroscedastic noise is disclosed. A processor receives physical environmental measurement data, and constructs a combined input and output noise levels matrix containing output noise terms associated with the physical environmental property and input noise terms associated with the at least one independent variable. Using the combined input and output noise levels matrix, the processor constructs a main Gaussian Processes (GP) model for the physical environmental property and its non-stationary heteroscedastic noise. The processor generates and co-operates with the output device to perceptibly output a predictive probabilistic representation of the environmental property, using the main GP model. The predictive probabilistic representation includes a respective range of possible values of the physical environmental property for each respective value of the independent variable(s), the range reflecting both the input noise terms and the output noise terms.

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Patent Owner(s)

  • AQUATIC INFORMATICS INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Farahmand, Touraj Burnaby, CA 4 49

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