Cross-node deep learning methods of selecting machine learning modules in wireless communication systems
AssigneeQUALCOMM Incorporated
InventorsTianyang Bai, Hua Wang, Junyi Li
Life of this patent
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Abstract
A method of wireless communication is performed by a user equipment (UE). The method receives, from a network, a configuration for a decision making module. The method also executes the decision making module to determine a selection parameter for a configuration of at least one machine learning module. The method selects the configuration of the at least one machine learning module based on the selection parameter. Further, the method reports, to the network, a decision resulting from executing the decision making module.
Claims20
A method of wireless communication by a user equipment (UE), comprising:
- receiving, from a network, a configuration for a decision making module;
- executing the decision making module to identify a selection parameter from a plurality of selection parameters for configuring at least one machine learning module at the UE for predicting a future beam for communication with the network;
- configuring the at least one machine learning module for predicting the future beam in accordance with the selection parameter;
- and
- reporting, to the network, a decision resulting from executing the decision making module.
An apparatus for wireless communication at a user equipment (UE), comprising:
- at least one memory;
- and
- at least one processor coupled to the at least one memory and configured to
- receive, from a network, a configuration for a decision making module;
- execute the decision making module to identify a selection parameter from a plurality of selection parameters for configuring at least one machine learning module at the UE for predicting a future beam for communication with the network;
- configure the at least one machine learning module for predicting the future beam in accordance with the selection parameter;
- and
- report, to the network, a decision resulting from executing the decision making module.
Dependencies are inferred from the claim text.