wozaimoyu Goto Github PK

docomo

Work Presentation at NTT DOCOMO.

drl-antenna-clustering-swipt

Code of the paper: Antenna Clustering for Simultaneous Wireless Information and Power Transfer in a MIMO Full-Duplex System: A Deep Reinforcement Learning-Based Design

drl-based-power-allocation-for-multi-cell-massive-mimo

Deep reinforcement learning-based power allocation for multi-cell massive MIMO cellular network.

drl-hb

drl_for_ddbc

Simulation codes for the manuscript "Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination" submitted to IEEE Transactions on Communications

drone_rl

Solving Beamforming problem using reinforcement learning between Base station and UAV

dropnet

Codes for "DropNet" paper

dsq

pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"

dtnn

Deep Tensor Neural Network

dual-polarization

Simulation code for “Massive MIMO with Dual-Polarized Antennas,” by Özgecan Özdogan, Emil Björnson, IEEE Transactions on Wireless Communications, To appear.

dual_channel_beamformer_and_postfilter

This project gives an example of dual microphone speech enhancement based on GSC beamformer and multiple channel postfilter.

dualnet-mp

The model DualNet-MP is included in this repository. The original model described in ”Deep Learning Phase Compression for MIMO CSI Feedback by Exploiting FDD Channel Reciprocity,” IEEE Wireless Communications Letters, 2021. The updated online version [Online]. Available: https://arxiv.org/pdf/2103.00432.pdf

dualresidualattention

Dual Residual Channel Attention Net for Spectral Reconstruction

e2e-dnn-comm-for-image

End to end deep neural network based semantic communication system for image.

ecse_556_term_project

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

end-to-end-communications-system

Deep Learning-Based End-to-End Wireless Communication Systems With Conditional GANs as Unknown Channels

end2end_gan

Conditional GAN based End-to-End Communication System

energy_efficiency_optimization_for_mimo_interference_networks

Solving energy efficiency optimization problem for MIMO interference wireless network using iterative semi-definite programming with WMMSE (SDP-WMMSE) algorithm and successive convex approximation (SCA) algorithm

estimation-of-sparse-channels-in-millimeter-wave-mu-mimo-systems

This one is about the paper and the code of "Estimation of sparse channels in millimeter-wave MU-MIMO systems".

evolutionary-antenna-design-in-mimo

Code for Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar With Application to Aerial Drones

f8net

[ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization

fastgan-pytorch

Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021

fbmc-channel-estimation-based-on-svr

Based on the SVR interpolation, a new method about the time-varying channel estimation of FBMC is proposed.

fdd-massive-mimo-downlink-channel-estimation-via-selective-sparse-coding-over-aoa-aod-cluster-dictio

Nazzal, Mahmoud, Haji Muhammad Furqan, and Huseyin Arslan. "FDD massive MIMO downlink channel estimation via selective sparse coding over AoA/AoD cluster dictionaries." 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). IEEE, 2018.

fdmmwave

Algorithmic solution for hybrid beamforming on full-duplex millimeter wave communications

federatedrl

fedformer

FedFormer: Contextual Federation with Attention in Reinforcement Learning (NeurIPS 2022)

fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

final-year-project

Rate Splitting