Chapter 4AI/ML-based design principles of transceivers for wireless systems
Ashok Kumar Reddy Chavva, Saikrishna Pedamalli, Sripada Kadambar, Anusha Gunturu and Shubham Khunteta
Samsung R&D Institute India-Bangalore, Bangalore, India
4.1 INTRODUCTION
In beyond-5G (B5G) systems, we see the influence of artificial intelligence (AI) and machine learning (ML) on the physical layer and beyond. Initial AI/ML-influenced systems will not be a complete replacement of the end-to-end system with AI-based transceivers, but a carefully curated usage of AI in the modules that take advantage of AI. In this chapter, we describe related works in AI in wireless communications and describe AI-based system designs, highlighting the ...
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