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Artificial intelligence (AI) in wireless communications is a game-changing technology that solves problems and improves system performance. This paper summarizes the exploration and integration of various aspects of AI into wireless communication systems, such as Spectrum management, Network Optimization, Wireless Security, Guarantee Quality of Service (QoS). The research includes the topics of machine learning, deep learning, and reinforcement learning, that are used to optimize the network resources. Interference: Avoidance approaches and reliable and secure communication. AI’s role in the development of 5G and next-generation wireless technologies is given special emphasis and the influence on IoT and smart device networks on the “Universality in perspectives” with the advancements. Then the future is indeed promising.

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Artificial Intelligence for Performance Improvement of Wireless Communication System

  • 会议论文

  • 发表日期：

    2026年

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  • Manishankar Goud,
  • K. Divya Sri,
  • Rahul Koshti

摘要

Artificial intelligence (AI) in wireless communications is a game-changing technology that solves problems and improves system performance. This paper summarizes the exploration and integration of various aspects of AI into wireless communication systems, such as Spectrum management, Network Optimization, Wireless Security, Guarantee Quality of Service (QoS). The research includes the topics of machine learning, deep learning, and reinforcement learning, that are used to optimize the network resources. Interference: Avoidance approaches and reliable and secure communication. AI’s role in the development of 5G and next-generation wireless technologies is given special emphasis and the influence on IoT and smart device networks on the “Universality in perspectives” with the advancements. Then the future is indeed promising.