Data-Driven Intelligence in Wireless Networks

2A Collaborative Data-Driven Intelligence for Future Wireless Networks

Rashid Ali

Department of Software Device Engineering, Sejong University, Seoul, Republic of Korea

Hyung Seok Kim

College of Software Convergence, Sejong University, Seoul, Republic of Korea

DOI: 10.1201/9781003216971-3

CONTENTS

1. 2.1 Introduction

2. 2.2 Data-Driven Wireless Networks and Intelligence

3. 2.3 Contributions of this Chapter

4. 2.4 Collaborative Reinforcement Learning Framework

5. 2.5 Reinforcement Learning as a Framework

   1. 2.5.1 iQRA Mechanism

6. 2.6 Proposed Data-Driven FRL Framework

7. 2.7 Convergence Evaluation

8. 2.8 Potential Applications

9. 2.9 FRL-Based iQRA (FiQRA) Mechanisms

10. 2.10 Shared Information Network Estimation (SINE) Method

11. 2.11 FRL at the Edge (FEdge)

12. 2.12 FRL-Based ...