Prof.Sang-Chul Kim김상철 교수김상철Sang-Chul Kim
Sang-Chul Kim
Contact
Phone 02-910-5492
E-mail sckim7@kookmin.ac.kr
Office사무실미래관 7층 16호 (02-910-5492)
Homepage홈페이지
http://sites.google.com/kookmin.ac.kr/mclab/home
Lab연구실
MC모바일컴퓨팅 연구실Mobile Computing Lab Website홈페이지 ↗
Education학력
Ph.D. Oklahoma State University, Computer Engineering (2005)
Career경력
2006-Present Professor, School of Computer Science, Kookmin University
Vice-President, KICS
2006-현재 국민대학교 소프트웨어학부 교수
한국통신학회(KICS) 부회장

Research Overview연구 개요

Research focuses on intelligent mobile networks, human-related machine learning, blockchain technology, IoT, and UAV localization using multi-sensor fusion (LiDAR, RADAR, Camera). Recent work includes semantic segmentation for anti-UAV systems.

지능형 모바일 네트워크, 인간 관련 머신러닝, 블록체인 기술, IoT, 다중 센서 융합(LiDAR, RADAR, 카메라)을 활용한 UAV 측위를 중점적으로 연구하고 있습니다. 최근에는 안티드론 시스템을 위한 시맨틱 세그멘테이션 연구를 수행하고 있습니다.

Research Areas연구 분야

  • Intelligent Mobile Networks
  • Machine Learning for Human Activity
  • Blockchain
  • IoT
  • UAV Localization
  • 지능형 모바일 네트워크
  • 인간 행동 인식을 위한 머신러닝
  • 블록체인
  • IoT
  • UAV 측위

Major Achievements주요 연구 성과

  • Semantic segmentation for anti-UAV applications (Applied Sciences 2025)
  • High-precision UAV localization with multi-sensor fusion

Honors & Awards수상

  • Vice-President, KICS
  • Marquis Who's Who in the World, 2016

Recent Publications주요 논문

  • S.-C. Kim and Y. M. Jang, "Deep Learning-Based Lightweight LiDAR and Fisheye Camera Fusion for Pedestrian Detection," ICAIIC, 2025
  • Y.-W. Jun and S.-C. Kim, "Evaluating SAM-Based Labeling Approaches for Autonomous Driving," ICAIIC, 2025
  • S.-C. Kim and Y. M. Jang, "A Semantic Segmentation Dataset and Real-Time Localization Model for Anti-Collision Alarm for Forklifts," IEEE Access, 2025
  • Y. Li and S.-C. Kim, "A Study on Flight Route Optimization of UAV Air Base Station," ICOIN, 2024
  • M. Lamine and S.-C. Kim, "Introduction of Optimization Algorithm for Adaptive Gradient Descent for Machine Learning," ICAIIC, 2023
  • Y. Kim and S.-C. Kim, "Abnormal human behavior detection based on VAE-LSTM hybrid model," ICOIN, 2023
  • Y. Li and S.-C. Kim, "Vehicle Platooning Algorithm for Improving Following Control," ICOIN, 2023
  • S.-C. Kim and Y.-H. Kim, "Efficient classification of human activity using PCA and deep learning with WiFi CSI," ICAIIC, 2022
  • K. Hwang and S.-C. Kim, "A Study of CNN-Based Human Behavior Recognition with Channel State Information," ICOIN, 2021
  • S.-C. Kim, T. G. Kim, and S. H. Kim, "Human Activity Recognition and Prediction Based on Wi-Fi Channel State Information," ICAIIC, 2019