xwcbigboy

DeepLearning

federated

A framework for implementing federated learning

BanditsBook

Code for my book on Multi-Armed Bandit Algorithms

deep_complex_networks

Implementation related to the Deep Complex Networks

CS224n-winter-together

an Open Course Platform for Stanford CS224n (2020 Winter)

PhotoLabeller

Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer

IRS-relaying

Simulation code for “Intelligent Reflecting Surface vs. Decode-and-Forward: How Large Surfaces Are Needed to Beat Relaying?,” by Emil Björnson, Özgecan Özdogan, Erik G. Larsson, IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 244-248, February 2020.

competitive-cell-free

Simulation code for “Making Cell-Free Massive MIMO Competitive With MMSE Processing and Centralized Implementation,” by Emil Björnson and Luca Sanguinetti, IEEE Transactions on Wireless Communications, vol. 19, no. 1, pp. 77-90, January 2020

fl-android

Implementation of federated learning on Android devices. Please find more details in the following blog post. (in Chinese)

energy_consumption_in_MU_MIMO_with_mobility

This code computes the energy consumption in the downlink of a single-cell multi-user MIMO system in which the base station (BS) makes use of N antennas to communicate with K single-antenna user equipments (UEs). The UEs move around in the cell according to a random walk mobility model.

MOPAD

Dataset and codes of paper "Growing status observation for individual oil palm trees using Unmanned Aerial Vehicle (UAV) images"

CF-mMIMO-HBF

Simulation code for "Decentralized Beamforming for Cell-Free Massive MIMO with Unsupervised Learning" by Hamed Hojatian, Jeremy Nadal, Jean-Francois Frigon, Francois Leduc-Primeau, 2022.

Federated_Learning

A federated learning project on Android platform. The project was initiated by the College of Intelligence and Computing, Tianjin University.