题目:A Wireless Communication MODEM using Artificial Intelligence Methods
报告人:张茹慧(新加坡科技与设计大学)
时间:2023年9月27日(星期三),14:00–15:00
地点:明德楼B区201-1报告厅
摘要:The conventional system consists of several processing blocks, each block for certain functions. However, this design of block-by-block pipelines is considered sub-optimal. This paper proposes an AI/ML-based wireless communication system with end-to-end optimization, which breaks conventional pipelines. This AI-based system can achieve performance gains, especially for complex wireless channels. Besides, the proposed AI-based system is resilient to signal detection, and the system is adaptive for various communication channels even for the nondifferentiable or unknown channel.
报告人简介: 张茹慧老师现为新加坡科技与设计大学(SUTD)博士后。博士就读于台湾清华大学资讯科学系,致力于网络科学和无线网络通讯研究。目前研究领域包括:社群网络、基于AI的无线网络通讯系统等。