Lab directory
Signal Processing and AI Lab
Signal Processing and AI Lab
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Professor
Prof. 하동수
Professor's page · publicationsAbout
KAIST 조천식모빌리티대학원 하동수 교수의 VIL(Vehicle Intelligence Laboratory) 연구실로, 지능형 교통 시스템용 멀티미디어 통신 시스템 설계, 자율주행차 통신 네트워크, ITS용 무선 센서 네트워크를 연구한다. 인공지능·심층신경망 응용, 강화학습 기반 자율주차, 에너지 클라우드·스마트그리드 최적화도 다룬다.
Research keywords
Signal ProcessingAIDeep Learning
Selected publications
- Goal-Conditioned Reinforcement Learning Approach for Autonomous Parking in Complex EnvironmentsICAIIC (IEEE) · 2025
- A Secure, Blockchain-Enabled Vehicular Sensor Communication Protocol With Deep Learning-Assisted Anomaly DetectionIEEE Intelligent Transportation Systems Magazine · 2025
- Clustering-based Failed goal Aware Hindsight Experience ReplayPeerJ Computer Science (10, e2588) · 2024
- Incorporating energy storage system into grid connected photovoltaic system with the application of wireless sensor networkJournal of Energy Storage (95, 112489) · 2024
Other labs in this department
- Vehicle Dynamics LabRecruiting
Kibum Park
Power Electronics for Transportation Electrification, Power Conversion Systems, Renewable Energy Integration
- Wireless Power LabRecruiting
Seungyoung Ahn
Wireless Power Transfer, Electromagnetic Design
- Mobility Energy LabRecruiting
Yoon Koo Lee
Energy Systems for Mobility
- Intelligent Mobility LabRecruiting
Kyunghwan Choi
Intelligent Mobility Systems
- Design and AI Lab
Namwoo Kang
Design Optimization, AI-driven Design
- Autonomous Driving Lab
Dongsuk Kum
Autonomous Driving, Vehicle Control