김효일 교수 사진

UNIST인공지능대학원, 전기전자공학과

Wireless & Mobile Networking Lab. 무선 및 모바일 네트워킹 연구실

김효일 교수 (Hyoil Kim)

탑티어 논문
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전체 논문
11
구성원
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연구실 소개

이 연구실은 Wi-Fi 7의 NSTR MLO 전송과 패킷 스케줄링, LTE-LAA 및 기존 Wi-Fi와의 공존, OFDMA 신호의 변조 식별과 O-RAN 무선 자원 관리 문제를 연구합니다. Hyperloop 통신에서는 튜브 내부의 전파 특성과 채널 용량, 기지국 배치 가능성을 살펴보고, 5G 차량 네트워크의 다중 인터페이스 컴퓨팅 오프로딩도 다룹니다.

AI가 최신 논문을 바탕으로 생성한 연구실 소개예요

연구실 홈페이지의 소개

5G MEC (Mobile Edge Computing) is another big trend in 5G communications. MEC is exploiting cloud computing resources (sort of micro data centers) located at the edge of the 5G network, usually at the base stations. Then, computation-intensive tasks at mobile devices can be offloaded to the MEC servers to save energy and enhance user experience at the mobile side. In our research, we tried to unify energy, latency, monetary costs of computation offloading via the concept of QoE (Quality-of-Experience), and developed an optimal transmission scheduling algorithm in task offloading (see our SECON’16 and TMC’19 papers). The WMNL is also investigating how to realize 6G’s vision of communications-computing convergence. 6G is expected to integrate its network infrastructure with more computing resources and intelligence, making the boundary between communications and computing obscure. In such a vein, we are putting more effort to developing new AI/ML based networking mechanisms as detailed in the ‘AI-empowered Networking‘ page. On the other hand, we are also performing a research on wireless communications in the three-dimensional space including ground, air, and space, to realize the vision of 6G to combine TN (terrestrial network) with NTN (non-terrestrial network). In particular, we have been working on developing accurate channel models for the three types of wireless links, air-to-ground (A2G) / ground-to-air (G2A), air-to-air (A2A), and air-to-satellite (A2S) / satellite-to-air (S2A). In addition, we are applying the developed models to various wireless service scenarios in the 3D-space, e.g., UAM communications. Welcome!The Wireless & Mobile Networking Laboratory (WMNL) is directed by Hyoil Kim, a professor in the Department of Electrical Engineering (EE) at UNIST. The

원문 보기
연구 분야

Computer networks · AI · ML for communications and networks (e.g · DRL and FL) · communications for mobility · 인공지능 및 컴퓨터 · 통신 및 네트워크 · Network optimization and scheduling · spectrum resource management and allocation · performance and capacity analysis · spectrum pricing and measurement · AI-empowered networking

졸업생 진로

기업 3명

에릭슨엘지 1 · 타이로스코프 1 · Tele2 1

학계 4명

UNIST 4

연구기관 2명

한국전자통신연구원 2

연구실 홈페이지에 진로가 적힌 졸업생 9명을 AI가 집계했어요. 적히지 않은 졸업생은 빠져 있고, 지금 소속과 다를 수 있어요. 원문 보기

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