Wireless Communication

Machine Learning Challenges in 5G Communication Technology

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Machine Learning Challenges in 5G Communication Technology

Wireless communication plays an important role in our daily lives. The latest 5G network communication aims to provide faster, more reliable, and more efficient data transmission speeds and services than the existing 4G networks. Meanwhile, the rapid development of artificial intelligence in recent years has provided new methods for solving problems in traditional communication technologies, … Read more

Joint Optimization Algorithm for Pilot Configuration and Channel Estimation Based on GAN

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Joint Optimization Algorithm for Pilot Configuration and Channel Estimation Based on GAN

0 Introduction Channel estimation is a fundamental issue in wireless communication systems, and its accuracy has a significant impact on applications such as signal recovery, interference management, and wireless resource allocation. Based on whether pilot signals are sent, channel estimation methods can be divided into three categories: blind channel estimation, pilot-based channel estimation, and semi-blind … Read more