Patent ID: 11902806
Assignee: NOKIA TECHNOLOGIES OY
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 12:
13. A system, comprising:
a terminal device; and
a base station;
wherein the terminal device is configured to:
use a machine learning algorithm to select an antenna panel from a plurality of antenna panels;
receive one or more first signals from the base station via the selected antenna panel;
determine a first long-term reward value associated with the selected antenna panel based at least partly on the one or more first signals received on the selected antenna panel, wherein the first long-term reward value is an average or a sum of consecutive immediate reward values over a first time window, wherein the consecutive immediate reward values are based at least partly on a plurality of key performance indicators comprising at least a serving cell quality metric and a beam failure rate;
transmit or receive a second signal via the selected antenna panel, if the first long-term reward value exceeds one or more second long-term reward values associated with at least a subset of the plurality of antenna panels;
and wherein the base station is configured to:
transmit the one or more first signals to the terminal device;
receive or transmit the second signal from or to the terminal device.