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[세미나] [IT융합공학과 BK 교육연구단] Quantum and Quantum-Inspired Computation for Wireless Networks
작성일
2023.08.09
작성자
IT융합공학과
게시글 내용

IT융합공학과 BK 세미나가 아래와 같이 진행됩니다. 


  - 아    래 - 


1. 일시: 2023년 8월 9일 오전 10시 

2. 장소: 국제캠퍼스 진리관C 221호

3. 연사: Minsung Kim is a Ph.D. candidate in the Department of Computer Science at Princeton University. He received his B.E. in Electrical Engineering (Great Honor, 2016) from Korea University. His research interests include wireless networks and quantum computing and his work has been published in top-tier venues of networking such as ACM SIGCOMM and ACM MobiCom. He is a recipient of the 2021 Qualcomm Innovation Fellowship (North America), $100,000 research funding award for futuristic innovative research. He also received the 2022 Princeton SEAS Award for Excellence, the 2023 Andrew Kim Memorial Foundation Engineering Award, and the 2023 Adiabatic Quantum Computing Junior Scientist Award. During his Ph.D., he worked as a summer intern at NASA (2019 and 2020), InterDigital (2021), and Meta (2022).

4. 요약: A central design challenge for future generations of wireless networks is to meet the ever-increasing demand for wireless capacity. While significant progress has been made in designing advanced wireless technologies, the current computational capacity at base stations to support them has been consistently identified as the bottleneck, due to limitations in processing time. Quantum computing is a potential tool to overcome the tradeoff between the wireless performance and computational complexity. It exploits unique information processing capabilities based on quantum mechanics to perform fast calculations that are intractable by traditional digital methods. In this talk, I will present design directions of quantum compute-enabled base station systems in wireless networks and introduce our prototype systems that are implemented on real-world quantum processors. The prototypes are designed for quantum-accelerated near-optimal wireless signal processing in Multiple-Input Multiple-Output (MIMO) systems that could drastically increase wireless capacity for the cellular 5G New Radio roadmap, as well as in next generation wireless local area networks. I will provide design guidance of quantum, quantum-inspired classical, and classical-quantum hybrid optimization in the systems with underlying principles and technical details, and discuss future research directions based on the current challenges and opportunities.

4. 줌 링크:  https://yonsei.zoom.us/j/8034277281


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