NETWORK SLICING IN RADIO ACCESS NETWORK

There is provided a method for radio access network slicing. A first set of radio access network, RAN, statistics and a second set of RAN statistics are received. The first set of RAN statistics comprises non real time statistics from the RAN. The second set of RAN statistics comprises near real tim...

Full description

Saved in:
Bibliographic Details
Main Authors KAK, Ahan, CHOI, NAKJUNG
Format Patent
LanguageEnglish
French
German
Published 12.06.2024
Subjects
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
WIRELESS COMMUNICATIONS NETWORKS
Online AccessGet full text

Cover

More Information
Summary:There is provided a method for radio access network slicing. A first set of radio access network, RAN, statistics and a second set of RAN statistics are received. The first set of RAN statistics comprises non real time statistics from the RAN. The second set of RAN statistics comprises near real time statistics from the RAN. The first set of RAN statistics and a service level agreement are provided to a non real time reinforcement learning model as input. Resource management policy per slice is obtained as output from the model. The second set of RAN statistics, the service level agreement and the resource management policy per slice are provided to a near real time reinforcement learning model as input. Resource allocation per slice is obtained as output from the model.
Bibliography:Application Number: EP20230211373