Author

Conor Brennan

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Jul 2026

EA-RMENet - Path Loss Prediction in Urban Environments using Deep Learning

The Efficient Attention Radio Map Estimation Network (EA-RMENet) is an image data-driven, deep learning model designed for radio map estimation (RME) which uses a U-Net framework with an EfficientNetB5 encoder, Attention Gated skip connections, and Atrous Spatial Pyramid Pooling (ASPP).

John O'Shea, Conor Brennan · arXiv.org · 0 citations