Ericsson Machine Learning Model Performance Reporting Patent
Summary
The European Patent Office published patent application EP4500816A1 filed by Telefonaktiebolaget LM Ericsson covering user equipment reporting of machine learning model performance. The application relates to ML model monitoring in wireless communications systems (H04W, H04L, G06N classifications). No regulatory obligations or compliance deadlines are established by this publication.
What changed
EPO published patent application EP4500816A1 titled 'User Equipment Report of Machine Learning Model Performance' filed by Ericsson. The invention covers methods and systems for reporting ML model performance metrics in telecommunications equipment, classified under H04W 24/08, H04L 41/147, G06N 20/00, and G06N 3/084. Designated states include all EPO member states (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR).
This is a routine patent publication notice with no compliance requirements. Technology companies and telecommunications firms developing ML-enabled wireless equipment should review the patent claims for potential licensing considerations or freedom-to-operate analysis. Inventors and applicants should monitor the patent prosecution timeline for后续 Office Actions.
Source document (simplified)
USER EQUIPMENT REPORT OF MACHINE LEARNING MODEL PERFORMANCE
Publication EP4500816A1 Kind: A1 Mar 25, 2026
Applicants
Telefonaktiebolaget LM Ericsson (publ), Blankenship, Yufei
Inventors
LI, Jingya, SUNDBERG, Mårten, CHEN LARSSON, Daniel, GARCIA RODRIGUEZ, Adrian, RINGH, Emil, DA SILVA, Icaro Leonardo, BLANKENSHIP, Yufei
IPC Classifications
H04W 24/08 20090101AFI20260213BHEP H04W 24/10 20090101ALI20260213BHEP H04L 41/147 20220101ALI20260213BHEP H04L 41/16 20220101ALI20260213BHEP G06N 20/00 20190101ALI20260213BHEP G06N 3/084 20230101ALI20260213BHEP H04L 41/0803 20220101ALI20260213BHEP H04W 24/02 20090101ALN20260213BHEP G06N 3/048 20230101ALN20260213BHEP
Designated States
AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR
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