Qualcomm Incorporated
Methods and apparatuses for dynamic beam pair determination
The choice of a transmit (Tx)-Receive (Rx) beam pair out of many available beam pairs between a base station and a millimeter wave (mmW)-capable UE is directly related to the performance of transmission between the base station and the UE. A method, apparatus, and computer-readable medium at a transmitting user equipment (UE) capable of (mmW) communication are disclosed to determine a new serving Tx-Rx beam pair using an artificial neural network. The UE may predict a set of good Tx-Rx beam pairs using the artificial neural network, wherein the artificial neural network comprises an input layer, a middle layer, and an output layer. The UE may then determine the new serving Tx-Rx beam pair based on the set of good Tx-Rx beam pairs.
QUALCOMM Incorporated
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H04B G06N H04W H04B
inventional inventional inventional inventional
Assaf Junyi Raghu Narayan Jun
Touboul Li Challa Zhu