Systems and methods for enabling synchronization signal block (SSB) optimization for O-RAN-based radio access networks
A method of optimizing synchronization signal block (SSB) beam configuration for 3rd Generation Partnership Project (3GPP) New Radio (NR) network includes: using at least one of an artificial intelligence (AI) and machine learning (ML) engine in one of service management and orchestration (SMO) module, non-real time radio access network intelligent controller (Non-RT RIC), and near-real time radio access network intelligent controller (Near-RT RIC), to derive at least one optimal SSB beam configuration for the 3GPP NR network; and communicating, by the at least one of the AI and ML engine, the derived at least one optimal SSB beam configuration to a network node of the 3GPP NR network. Both the training and deployment of the at least one of the AI and ML engine are executed in the Non-RT RIC, and a static mapping between SSB beam identifiers (IDs) and beamforming weights (BFWs) is predefined.
1 . A method of optimizing synchronization signal block (SSB) beam configuration for 3 rd Generation Partnership Project (3GPP) New Radio (NR) network, the method comprising:
using at least one of an artificial intelligence (AI) and machine learning (ML) engine in a near-real time radio access network intelligent controller (Near-RT RIC) to derive at least one optimal SSB beam configuration for the 3GPP NR network; and
communicating, by the at least one of the AI and ML engine, the derived at least one optimal SSB beam configuration to a network node of the 3GPP NR network;
wherein the derived at least one optimal SSB beam configuration is per one of eNB, gNB or transmission-and-reception point (TRP); and
wherein the at least one of the AI and ML engine generates an optimized set of beamforming weight vectors and associated beam identifiers (IDs) as part of the at least one optimal SSB beam configuration, based on selected parameters received from at least one of service management and orchestration (SMO) module, an Open Radio Access Network Distributed Unit (O-DU), and an Open Radio Access Network Radio Unit (O-RU), and wherein said selected parameters include at least one of i) number of vertical and horizontal antennas, and ii) antenna spacing.
2 . The method of claim 1 , further comprising:
sending, by the O-DU in each slot, a subset of the optimized set of beamforming weight vectors and associated beam IDs to the O-RU.