Methods for processing data samples in communication networks

US12216639B2 · kind B2 · utility

Assignee

• Telefonaktiebolaget LM Ericsson (Publ) · SE

Inventors

• Henrik Rydén · Solna, SE
• Joel Berglund · Linköping, SE
• Alexandros Palaios · Moers, DE
• Reza Moosavi · Linköping, SE
• Abdulrahman Alabbasi · Sollentuna, SE
• Ricardo da Silva SOUZA · Indaiatuba, BR

Key dates

• Filing date: Dec 4, 2020
• Grant date: Feb 4, 2025
• Expiry date: Dec 4, 2040

Classification

• Technology area (CPC G): Physics
• CPC primary: G06N3/045
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

Abstract

A computer-implemented method for acquiring new data samples and for maintaining a set of data samples in a database, wherein the set of data samples are configured to form input to a function associated with a predictive performance, the method including obtaining at least one relevance metric (M), where the relevance metric is indicative of an increase in the predictive performance of the function when using a data sample as input together with the set of data samples compared to when not using the data sample, obtaining a relevance criterion (C), where the relevance criterion identifies relevant data samples in a set of data samples based on the at least one relevance metric, signaling the at least one relevance metric (M) and the relevance criterion (C) to a data collecting network node.