Open access
2026
Site-Specific Channel Generation Integrating ML-Predicted Propagation Parameters in the FR3 Upper Mid-Band
A novel framework for generating high-fidelity channels by integrating site-specific propagation parameters predicted via machine learning (ML) using a Residual Network to predict path loss and delay spread from spatial features and uses these values to appropriately scale and correct the cluster powers in the hybrid m...
Tatsuya Nagao, Satoshi Ito, Yoshiaki Amano
· IEEE Access · 0 citations