Nokia ML Capability Exchange for Radio Resource Management
Summary
Nokia Technologies Oy filed US Patent Application US20260100888A1 disclosing methods and apparatuses for machine learning capability exchange and authorization between user equipment and network entities for radio resource management. The invention enables a network entity to enquiry ML capabilities from user equipment using an ML filter, and the user equipment responds with ML model availability information based on the filter. This supports dynamic ML-based RRM in cellular networks.
What changed
Nokia Technologies Oy filed US Patent Application US20260100888A1 on August 22, 2023 (Application No. 19111913), published April 9, 2026. The patent discloses methods for ML capability exchange between user equipment and network entities, enabling a network to query device ML capabilities via an ML filter indicating available algorithms, and the device responds with its available ML models.
For technology and telecommunications companies developing ML-based radio resource management solutions, this patent application indicates Nokia's intellectual property position in dynamic ML capability negotiation between devices and networks. Parties operating in 5G/6G network environments with ML components should monitor patent prosecution to assess potential licensing implications.
What to do next
- Monitor for patent prosecution updates and potential claims
- Review if your products use ML-based radio resource management
Archived snapshot
Apr 9, 2026GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.
ML CAPABILITY EXCHANGE AND AUTHORIZATION FOR RRM
Application US20260100888A1 Kind: A1 Apr 09, 2026
Assignee
Nokia Technologies Oy
Inventors
Ethiraj ALWAR, Amaanat ALI
Abstract
The present invention provides apparatuses, methods, computer programs, computer program products and computer-readable media for ML capability exchange and authorization for RRM. The method comprises receiving, from a network entity, an enquiry for providing a machine learning, ML, capability of the user equipment, the enquiry including an ML filter, indicating at least one ML algorithm available at the network entity, generating ML capability information indicating at least one ML model available at the user equipment based on the ML filter received from the network entity, and transmitting the generated ML capability information to the network entity.
CPC Classifications
H04L 41/16 H04W 24/02
Filing Date
2023-08-22
Application No.
19111913
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