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연구 분야

기술 도입 효과 및 상용화 단계

경제적/시장 적용 및 기대 효과

1
AI 기반 6G 통신 및 네트워크 최적화
  • AI 기반 네트워크 자동화(AI Orchestrator) 기술을 통해 통신망 운영 비용을 절감하고 장애 예측 및 자동 복구 기능을 구현할 수 있습니다.
  • 국내 통신사들이 관련 기술 실증 단계에 있으며, 2030년 상용화를 목표로 인프라 전환을 추진 중입니다.

AI 기반 6G 기술은 초저지연이 필수적인 자율주행, 원격의료, 스마트팩토리 등 신규 B2B 서비스 시장 창출의 기폭제가 될 것입니다. 선제적 기술 도입은 미래 통신 시장에서의 기술 리더십과 경쟁 우위를 확보하는 핵심 전략이 될 전망입니다.

2
IoT 및 모바일 엣지 컴퓨팅(MEC)
  • 본 연구실의 엣지 컴퓨팅 최적화 기술은 대규모 IoT 환경에서 발생하는 데이터 병목 현상을 해결하고, 중앙 서버 의존도를 낮춰 서비스 응답 속도를 획기적으로 개선합니다.
  • 현재 스마트팩토리, 물류 시스템 등에서 PoC(기술 검증) 및 파일럿 도입이 활발히 진행되고 있습니다.

6G 시대의 초연결 환경에서 AI 기반 엣지 컴퓨팅은 데이터 처리 비용을 절감하고, 에너지 효율을 최적화하여 지속가능성 목표 달성에 기여합니다. 이를 통해 기업은 운영 효율성을 극대화하고 새로운 데이터 기반 비즈니스 모델을 발굴할 수 있습니다.

대표 연구 분야

연구실에서 최근에 진행되고 있는 관심 연구 분야

1

6G Communication and Networking

2

Semantic Communications

3

LEO Satellite and Flying Ad Hoc Networks

4

Vehicular Networks

5

Internet of Things

6

New MAC and Multiplexing Technologies

7

Deep Space Networks

8

Intelligent Reflecting Surface

9

Contention based directional MAC protocol using circular RTS/CTS in 60GHz bands

In this research, core technologies supporting 3Gbps WLAN will be studied in order to accommodate uncompressed HDTV video and very high throughput applications. For very high throughput, we will develop a contention based directional MAC protocol using circular RTS/CTS in 60GHz bands in order to fully utilize merit of the spatial reuse and to tackle the problems of deafness and hidden node. Examples of applications supporting more than Gbps data rate. Standardization organizations such as IEEE802.11ad and IEEE802.15.3c recommend 60GHz spectrum for very high throughput communication. Although IEEE802.15.3c exploiting reservation based directional antenna is currently being standardized, there are still lots of technical challenges to be improved, e.g., contention based directional MAC is not incorporated in the standard. In this work, we will develop a contention based directional MAC protocol using circular RTS/CTS in order to tackle the problems of deafness and hidden node. The proposed protocol will maximize the spatial reuse and thus improve overall throughput even under node mobility and infrastructureless deployment. Example of the deafness problem. In order to achieve very high throughput communication, the following core functions need to be developed for contention based directional MAC: (1) Minimizing Circular RTS/CTS Overhead: CRTS/CCTS mechanism has a significant number of transmissions for RTS/CTS. In this work, we will minimize the unnecessary overhead. (2) Efficient DNAV(Directional NAV) Computation: We will synchronize the DNAV time among neighboring nodes to avoid deafness problem. (3) RTS/CTS Retransmission Scheme to resolve Deafness Problem: Nodes suffering from deafness will keep sending RTS to designated receiver resulting in unnecessary power consumption. We will rectify this problem using DNAV value for each beam. (4) Intelligent Communication Range Control for Spatial Reuse: Using distance computation from sender to receiver, we will minimize hidden node and deafness problems. (5) Reliable Multicasting: By using reliable and energy-efficient multicasting algorithm, we will minimize the number of ACKs and ACK transmission time. (6) Directional MAC Simulator based on NS-2: we will evaluate the performance of the proposed directional MAC using NS-2 simulator and optimize any performance parameters.

3Gbps WLAN

uncompressed HDTV video

very high throughput

contention based directional MAC

circular RTS/CTS

60GHz bands

spatial reuse

deafness problem

hidden node

IEEE802.11ad

10

Underground Sensor Networks for Military

Military network sensor nodes will be extremely small, lightweight and cheap. These are combined with the need for long battery lifetime. These assumptions have led to the following requirements: (a) Tailored routing and transport protocols are needed (b) Short distances between nodes (often just a few metres) are taken for granted (c) Special-purpose operating systems are required. In practice these assumptions are more challenging than required in the near-term for current military needs while other aspects such as tamper-resistance are not addressed.

Military Network

Sensor Networks

Routing Protocols

Transport Protocols

Operating Systems

Battery Lifetime

Small Lightweight Nodes

11

Peer Aware Communication for Military Networks

Military applications are a primary use of wireless networking and are best served by informed research that avoids making assumptions that are based on presumed military requirements. Many research papers propose algorithms and communication approach for network sizes of thousands of nodes and above. In practice these assumptions are more challenging than required in the near-term for current military needs while other aspects such as tamper-resistance are not addressed.

Military Network

Wireless Networking

Communication Algorithms

Peer Aware Communication

Tamper-Resistance

12

Mobility-Aware Interference Avoidance Scheme for Vehicular WLANs

WiMAX mobile devices are known to have severe communication qualities due to signal degradation in cell boundaries and shaded areas. To solve this problem, various researches attempt to increase signal sensitivity in those areas [1][2]. For instance, vehicles can be equipped with WiMAX antenna on the roof or glass of the vehicle so that the mobile devices can increase receiver signal sensitivity. Through this approach, a large variety of applications can be created by passing the WiMAX traffic to mobile devices in the vehicle. The vehicle might use a gateway that transparently distributes the WiMAX data to mobile users to augment the WiMAX data service. One of the potential technologies achieving this goal would be via wireless local area network (WLAN) such as IEEE 802.11. However, if a significant number of APs are densely located, the throughput of the mobile devices will be tremendously degraded due to interference among the WiFi networks. Basic Vehicle Model In this research, we assume that vehicles are embedded with WiMAX antenna which distributes WiMAX traffic to WiFi in-vehicle wireless devices forming a basic service set (BSS). We research a mobility-aware interference avoidance scheme among those BSSs which works well even under the situation that BSSs are densely located. Therefore, to cope with dynamicity of the topology, we exploit mobility vector and location information of neighboring APs from a global positioning system (GPS).

WiMAX

Vehicular WLANs

Mobility-Aware

Interference Avoidance

IEEE 802.11

Wireless LAN

GPS

BSS