rainWY

Pinned Repositories

• AdaptiveModulationML

  Adaptive Modulation using k-NN classification for OFDM system

  Language:MATLAB00

• ANN-based-Spectrum-Sensing-for-Cognitive-Radio-Networks

  Language:Jupyter Notebook00

• Cooperative-energy-spectrum-sensing

  Centralized cooperative spectrum sensing with soft fusion of energy measurements in highly mobile environments. Neyman-Pearson (NP) detection criterion. Three methods: LRT (assuming the instantaneous SNRs at the cognitive radios are known by the fusion center, Generalized LRT (GLRT), Online Expectation-Maximization (EM) based algorithm that jointly estimates the SNRs and detects the presence of primary signals.

  Language:MATLAB00

• Cooperative-spectrum-sensing

  Language:Python00

• Cooperative-Spectrum-Sensing-Using-Cognitive-Radio

  Bachelor Thesis

  Language:MATLAB00

• Deep-ADMM-Net

  Language:MATLAB00

• deep-learning-channel-estimation

  Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem Tugfe Demir, Emil Björnson, IEEE Open Journal of the Communications Society, To appear.

  Language:Python00

• DeepLearningFlappyBird

  Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

  Language:Python00

• ITU-AI-ML-in-5G-USATU

  Network trafic classification and network trafic forecasting

  Language:Jupyter Notebook10

• Python_CsiNet

  Python code for "Deep Learning for Massive MIMO CSI Feedback"

  Language:Python10

rainWY's Repositories