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:
Mar. 24, 2026

Filed:

Sep. 04, 2024
Applicant:

Metropolis Ip Holdings, Llc, Santa Monica, CA (US);

Inventors:

Barry James O'brien, Seattle, WA (US);

Leah Sardone, Seattle, WA (US);

Zachary James Thompson, Seattle, WA (US);

Kyle Bradley Kufalk, DeForest, WI (US);

Luis Felipe Rodriguez Herrera, Brooklyn, NY (US);

Antonio Ortega, Tucker, GA (US);

Alexander David Israel, Los Angeles, CA (US);

Assignee:

Metropolis IP Holdings, LLC, Santa Monica, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01M 5/00 (2006.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G01M 5/0025 (2013.01); G01M 5/0033 (2013.01); G01M 5/0066 (2013.01); G06N 5/022 (2013.01);
Abstract

An edge device receives sensor data from a sensor affixed to a moveable gate. The edge device determines the positional state of the moveable gate based on the sensor data by inputting the received data into a machine learning model or by comparing the sensor data to values associated with a positional state through a calibration process. The edge device stores a log that associates the positional state and sensor data. The edge device determines the health state of the moveable gate using a machine learning model that is trained to predict, based on input of a new log, the health state of the gate. Responsive to determining that the health state of the gate is unhealthy, the edge device triggers a remedial action.


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