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:
Jun. 30, 2026
Filed:
May. 04, 2022
Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;
Taous Madi, Thuwal, SA;
Hyame Alameddine, Montreal, CA;
Makan Pourzandi, Montreal, CA;
Amine Boukhtouta, Laval, CA;
Guido Socher, Baie d'Urfe, CA;
Mohammad Bilal, Kirkland, CA;
Telefonaktiebolaget LM Ericsson (Publ), Stockholm, SE;
Abstract
A method, system and apparatus are disclosed. According to one or more embodiments, a detection node includes processing circuitry that is configured to determine a forecast sequence using a first prediction model, where the forecast sequence is determined based at least in part on an input sequence, and determine a reconstructed forecast sequence using a second prediction model, where the reconstructed forecast sequence is determined based at least in part on the determined forecast sequence. The processing circuitry is also configured to determine a reconstruction error between the determined reconstructed forecast sequence and the determined forecast sequence and determine a signaling behavior for anomaly detection based at least in part on the determined reconstruction error and a predetermined threshold.