Machine Learning for Radio Resource Management and Optimization in 5G and Beyond

Chapter 1 ? Fundamentals of 5G and beyond networks

Mariya Ouaissa and Mariyam Ouaissa

Chapter 2 ? Optimizing resource allocation in intelligent communication networks: Fundamentals and challenges

S. Mayukha and R. Vadivel

Chapter 3 ? Radio resource management for M2M communications in cellular networks

Mariyam Ouaissa and Mariya Ouaissa

Chapter 4 ? Integrating blockchain for secure and efficient radio resource management in 5G and beyond networks

D. Suganya, S. Sri Saye Lakshmi, R. Jayalakshmi, and V. Kavitha

Chapter 5 ? Federated learning for intelligent network management in 5G

B. Sundaravadivazhagan, N.A. Natraj, and S. Gopinath

Chapter 6 ? Non-orthogonal multiple access wireless systems using deep learning

Rudraksh Gohil and S. Deepa

Chapter 7 ? Advancements in machine learning techniques for optimization of massive MIMO design

Avula Mahathi, C. Kishor Kumar Reddy, Kari Lippert, and Marlia M. Hanafiah

Chapter 8 ? Predictive modeling of household power consumption using machine learning and meta-heuristic optimization technique

E. Chandra Blessie, B. Sundaravadivazhagan, V. Kumutha, and V. Sumesh

Chapter 9 ? Intelligent reinforcement learning-based scheduling in 5G networks and beyond

Elarbi Badidi, Omar El Harrous, and Hanane Lamaazi

Chapter 10 ? AR/VR-based object detection for blind people using 5G communication

C. Supraja and T. Kavitha

Chapter 11 ? Exploring sentiment patterns in social media networks: The impact of AI, deep learning, and large models in the 5G landscape

Oussama El Azzouzy, Tarik Chanyour, Said Jai Andaloussi, Khadija El Fellah, and Habiba Bouijij

Chapter 12 ? 5G and AI-based data fusion in intelligent networks

Hanane Lamaazi and Elarbi Badidi