xwcbigboy's repositories
ADTrack_v2
Matlab implementation of ADTrack for TSP
bandits
Python library for Multi-Armed Bandits
BanditsBook
Code for my book on Multi-Armed Bandit Algorithms
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, To appear
fair_flearn
Fair Resource Allocation in Federated Learning
FedProx
Federated Optimization in Heterogeneous Networks
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, To appear.
LUPA-SGD
Implementation of Local Updates Periodic Averaging (LUPA) SGD
machine-learning-diff-private-federated-learning
Simulate a federated setting and run differentially private federated learning.
massive-MIMO-myths
Simulation code for “Massive MIMO: Ten Myths and One Critical Question” by Emil Björnson, Erik G. Larsson, Thomas L. Marzetta, IEEE Communications Magazine, vol. 54, no. 2, pp. 114-123, February 2016
multi-armed-bandit
Play with the solutions to the multi-armed-bandit problem.
optimal-beamforming
Simulation code for “Optimal Multiuser Transmit Beamforming: A Difficult Problem with a Simple Solution Structure” by Emil Björnson, Mats Bengtsson, and Björn Ottersten, IEEE Signal Processing Magazine, vol. 31, no. 4, pp. 142-148, July 2014.