System and methods for network cell management and mimo mode selection
AssigneeAira Technologies, Inc.
InventorsBabak Jafarian, RaviKiran Gopalan, Yihan Jiang, Arman Rahimzamani, Sanjiv Nanda, Anand Chandrasekher
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Abstract
The methods and systems proposed herein use a collection of RAN key performance indicators, initial or current RAN configuration, and, optionally, network-operator provided optimization criteria to update the network's RAN configuration according to an output determined by the predictive network cell management system.
Claims20
A system, comprising:
- one or more hardware processors;
- and
- one or more non-transitory machine-readable storage media encoded with instructions that, when executed by the one or more hardware processors, cause the system to perform operations comprising:
- obtaining key performance indictors (KPIs) and current configuration information for a radio access network (RAN) from equipment management services (EMS) of the RAN, the current configuration information describing a configuration of the RAN;
- generating latent space information by expanding the KPIs;
- and
- generating a configuration update for the RAN based on the current configuration information and the latent space information;
- and
- providing the configuration update to the EMS.
One or more non-transitory machine-readable storage media encoded with instructions that, when executed by one or more hardware processors of a computing system, cause the computing system to perform operations comprising:
- obtaining key performance indictors (KPIs) and current configuration information for a radio access network (RAN) from equipment management services (EMS) of the RAN, the current configuration information describing a configuration of the RAN;
- generating latent space information by expanding the KPIs;
- and
- generating a configuration update for the RAN based on the current configuration information and the latent space information;
- and
- providing the configuration update to the EMS.
A computer-implemented method comprising:
- obtaining key performance indictors (KPIs) and current configuration information for a radio access network (RAN) from equipment management services (EMS) of the RAN, the current configuration information describing a configuration of the RAN;
- generating latent space information by expanding the KPIs;
- and
- generating a configuration update for the RAN based on the current configuration information and the latent space information;
- and
- providing the configuration update to the EMS.
Dependencies are inferred from the claim text.