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.
Patent No.:
Date of Patent:
Jan. 03, 2023
Filed:
Feb. 07, 2019
Applicant:
Raytheon Company, Waltham, MA (US);
Inventors:
Scott Allen Imhoff, Parker, CO (US);
Marcus Alton Teter, Belgrade, MT (US);
Assignee:
Raytheon Company, Waltham, MA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/28 (2006.01); H04B 1/00 (2006.01); H04B 17/21 (2015.01); G01S 19/23 (2010.01); G06N 20/00 (2019.01); G01S 19/20 (2010.01); G06N 3/12 (2006.01); H04J 1/16 (2006.01);
U.S. Cl.
CPC ...
H04B 1/0003 (2013.01); G01S 19/20 (2013.01); G01S 19/23 (2013.01); G06N 3/126 (2013.01); G06N 20/00 (2019.01); H04B 17/21 (2015.01);
Abstract
A method for preprocessing data for device operations can include preprocessing measurement data using a machine learning technique, determining, by a Kalman filter and based on (1) the preprocessed measurement data or the measurement data and (2) prediction data from a prediction model predicting a measurement associated with the measurement data, corrected measurement data, and providing the corrected measurement data based on the predicted measurement and the preprocessed measurement data.