Deep Learning Optimizations in Polar-Coded Modulation Systems

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Explore the intricate trade-offs in communication systems focusing on the integration of polar codes within 5G technologies and the optimization objectives using deep learning. Understand the fundamentals of polar codes, including channel polarization, encoding, and decoding techniques. Dive into modulation with traditional methods, coded frameworks, and shape designing. Discover deep learning applications in the physical communication layer, covering end-to-end processes and reinforcement...