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. 06, 2026
Filed:
Apr. 23, 2024
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Abstract
A device may receive time series data associated with a mobile network, and may process the time series data, with a bidirectional-long short-term memory (Bi-LSTM) model, to generate a preliminary mobile network traffic prediction. The device may apply an adaptive waterwheel plant optimization model, to the preliminary mobile network traffic prediction, to train the Bi-LSTM model and to generate a trained Bi-LSTM model. The device may process the preliminary mobile network traffic prediction, with the trained Bi-LSTM model, to generate a final mobile network traffic prediction, and may perform one or more actions based on the final mobile network traffic prediction.