Correction: Mayyahi et al. Distributed Prediction-Enhanced Beamforming Using LR/SVR Fusion and MUSIC Refinement in 5G O-RAN Systems. Appl. Sci. 2025, 15, 7428

Key Points

• The aim is to enhance beamforming techniques in next-generation 5G systems using advanced predictive methods.
• Employed prediction-enhanced beamforming techniques.
• Utilized LR (Linear Regression) and SVR (Support Vector Regression) for data fusion.
• Implemented MUSIC (Multiple Signal Classification) for refinement in beamforming.
• Demonstrated significant improvements in signal quality and directionality.
• Achieved higher accuracy in beamforming predictions compared to traditional methods.

Abstract