Data-Driven Intelligence in Wireless Networks

3Federated Learning Technique in Enabling Data-Driven Design for Wireless Communication

Ahmad Arsalan

Department of Computer Science and Information Technology, University of Central Punjab, Pakistan

Tariq Umer

Department of Computer Science, COMSATS University, Lahore Campus, Pakistan

Rana Asif Rehman

Department of Computer Science, National University of Computer and Emerging Sciences, Lahore Campus, Pakistan

DOI: 10.1201/9781003216971-4

CONTENTS

1. 3.1 Introduction

2. 3.2 Related Work

3. 3.3 Background

   1. 3.3.1 Data Science in Wireless Communication Areas

      1. 3.3.1.1 Types of Data Science Approaches

      2. 3.3.1.2 Problems of Data Science Approaches

   2. 3.3.2 Deep Learning

   3. 3.3.3 Federated Learning

      1. 3.3.3.1 FL Classification

      2. 3.3.3.2 FL Frameworks

4. 3.4 Applications ...