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融合人工智能的通信工程教学案例设计与实践

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【摘要】 新一代人工智能技术深刻影响和改变现有的社会生活和科技发展趋势,成为新一轮产业革命的核心驱动力。海量大数据和通信业务的增长对现有的通信系统提出巨大挑战,人工智能与通信技术的深度融合,将大幅提升通信系统的效能与安全性,智能通信已经成为学术界与工业界的热门研究领域。为响应这种发展趋势,在通信工程教学实践中逐步引入了人工智能的相关技术,在通信原理、无线通信、卫星通信与导航等课程中增加智能通信的相关案例,该文从中选择基于自编码器的多输入多输出通信系统设计等四个案例进行介绍,希望对今后智能通信教学改革工作有一定的启迪。

【Abstract】 The new generation of AI technology has a profound impact on and changed the current social life and technological development trend, and has become the core driving force of the new round of industrial revolution. The growth of massive big data and communication business has posed a huge challenge to the existing communication system. The deep integration of AI and communication technology will greatly improve the efficiency and security of the communication system. Intelligent communication has become a hot research field in academia and industry. In response to this development trend, we have gradually introduced the relevant technology of artificial intelligence in the teaching practice of communication engineering, and added the relevant cases of intelligent communication in the courses of communication principle, wireless communication, satellite communication and navigation.This paper introduces four cases, such as the design of multiple-input multiple-output communication system based on auto encoder.We hoped that this paper has some enlightenment for the future intelligent communication teaching reform work.

【基金】 安徽省省级质量工程项目“面向新工科的通信工程专业创新型人才培养研究与实践”(2021sx126)、“基于人工智能的课堂行为分析与教学评测方法研究”(2022jyxm008)
  • 【文献出处】 高教学刊 ,Journal of Higher Education , 编辑部邮箱 ,2024年25期
  • 【分类号】G642;TN913-4;TP18
  • 【下载频次】211
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