The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 16, 2018

Filed:

Sep. 12, 2017
Applicants:

Scott K. Anderson, Meridian, ID (US);

Hyrum S. Anderson, Eagle, ID (US);

Inventors:

Scott K. Anderson, Meridian, ID (US);

Hyrum S. Anderson, Eagle, ID (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/02 (2006.01); G06N 3/04 (2006.01); G01N 27/04 (2006.01); G06N 3/08 (2006.01); G01N 15/08 (2006.01); G01N 33/24 (2006.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G01N 15/088 (2013.01); G01N 27/048 (2013.01); G01N 33/24 (2013.01); G06N 3/02 (2013.01); G06N 3/08 (2013.01);
Abstract

Digitized images of the propagated waveforms returned by Time-Domain (TD) sensors reveal the effects of bound water in soil samples, causing errors in the volumetric water content reported for samples due to soil type. Pattern analysis yields not only correct volumetric water content values but also the soil type from which the waveform was taken. Collection and analysis of waveforms from soils having precisely known properties yield computer-generated algorithms to improve the accuracy and number of reporting variables for integrated TD sensors. These algorithms can be deployed in the Cloud for external analysis, or can be incorporated within the sensor to report highly accurate readings of water content, conductivity and soil type under all conditions of these variables with no interpretive burden placed on the user of the sensor. Machine learning algorithms are intended to externally augment data measured by these sensors, or can be added to similar sensors.


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