lynshao / MisAlignedOAC
Source code for paper "Federated Edge Learning with Misaligned Over-The-Air Computation"
☆25Updated 2 years ago
Alternatives and similar repositories for MisAlignedOAC:
Users that are interested in MisAlignedOAC are comparing it to the libraries listed below
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Updated 4 years ago
- Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation☆34Updated 3 years ago
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆12Updated 2 years ago
- ☆65Updated 3 years ago
- Code for “Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning”☆13Updated 5 months ago
- ☆17Updated 2 years ago
- ☆23Updated last year
- Federated Learning over Wireless Networks☆45Updated 3 years ago
- Simulation Codes for “Relay-Assisted Cooperative Federated Learning”☆13Updated 3 years ago
- ☆10Updated last year
- ☆12Updated 4 years ago
- A simulation of energy consumption of a federated learning system based on the non-orthogonal multiple access (NOMA) transmission protoco…☆27Updated 4 years ago
- ☆21Updated last year
- Codes for paper "Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Method"☆59Updated last year
- ☆16Updated 4 years ago
- Code for Federated Learning for Semantic Communication Edge Networks in Industrial IoT☆12Updated last year
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆57Updated 4 years ago
- Simulation Codes for "Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach"☆67Updated 8 months ago
- ☆25Updated 4 years ago
- ☆19Updated 5 months ago
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆16Updated 3 years ago
- Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing☆35Updated 11 months ago
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID D…☆20Updated last year
- This repository implements FEDL using pytorch☆53Updated 4 years ago
- Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication☆112Updated 3 years ago
- Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).☆24Updated 3 years ago
- ☆28Updated last year
- Pytorch implementation of "Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks"☆22Updated last year
- ☆13Updated last year
- ☆26Updated 4 years ago