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:
Sep. 09, 2025

Filed:

Jul. 10, 2023
Applicant:

Electronics and Telecommunications Research Institute, Daejeon, KR;

Inventors:

Noh-Sam Park, Daejeon, KR;

Ji Yeon Kim, Daejeon, KR;

Jong Hyun Jang, Daejeon, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B64D 45/00 (2006.01); G06N 3/0455 (2023.01); G08G 5/54 (2025.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
B64D 45/00 (2013.01); G06N 3/0455 (2023.01); G08G 5/54 (2025.01); B64D 2045/0085 (2013.01);
Abstract

The present disclosure relates to a system and method for detecting an aircraft energy anomaly using an artificial neural network learning model. A system for detecting an aircraft energy anomaly using an artificial neural network learning model according to the present disclosure includes an input interface device for receiving ADS-B (Automatic Dependent Surveillance-Broadcast) data, a memory storing a program which generates a specific energy feature for energy state analysis by extending the ADS-B data through a preprocessing, and a processor for executing the program, wherein the processor generates an energy distribution model by the use of the specific energy feature, and performs artificial neural network-based energy anomaly learning.


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