Advanced Topics and Future Directions
摘要
In this chapter, we explore several advanced topics at the forefront of research in machine learning (ML) for wireless communication. These include emerging computing paradigms like edge and fog computing, cognitive radio networks, the intersection of ML with the Internet of Things (IoT), the vision for next-generation (6G and beyond) wireless networks, and important ethical and societal considerations. Each section provides an accessible explanation of core concepts and real-world examples, along with code snippets to illustrate practical implementations.