GitHub

DeepCS-TRD, Deep Learning-based Cross-Section Tree Ring Detector

DeepCS-TRD, a Deep Learning-based Cross-Section Tree Ring Detector in Macro images. It substitutes the edge detection step of CS-TRD by a deep-learning-based approach (U-Net), which allows the ...
IEEE

Deep Learning Based Wavenumber Domain Channel Estimation for Holographic MIMO Communications

Abstract: A deep learning (DL)-based wavenumber domain channel estimation scheme is proposed for holographic multiple-input multiple-output (HMIMO) systems. Firstly, considering the ...
IEEE

Deep Learning-Based Channel Estimation for Massive MIMO: A Sparsity Adaptive Compressive Sensing Method and FPGA Implementation

Abstract: Massive multiple-input multiple-output (MIMO) systems face significant overhead due to the surge in the number of antennas, posing notable challenges for hardware implementation. Currently, ...