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Summary of current efforts on ML applications for traffic steering in O-RAN.
| Year | Ref | Contribution |
|---|---|---|
| 2021 | [4] | Proposed logistic regression for modular and flexible O-RAN in 6G networks, focusing on traffic steering and O-RAN xApps. |
| 2022 | [51] | Introduced federated meta-learning with DQN for privacy-preserving multi-RAT knowledge sharing. |
| 2022 | [52] | Proposed Q-learning-based algorithm for power and frequency allocation in O-RAN to minimize macro gNB interference and maximize device QoS. |
