Publications
International Journals
Dongryul Kim, Dongju Lee, Junhyung Song and Byungkwan Kim, "Multi-Task Learning Method for Simultaneous Monitoring of Driver Heart Rate and Head Motion", IEEE Transactions on Intelligent Vehicle, (Under Review)
Dongryul Kim, Jaeyoung Choi, Joonseok Yoon, Sungpil Cheon, and Byungkwan Kim, "HeartBeatNet: Enhancing Fast and Accurate Heart Rate Estimation with FMCW Radar and Lightweight Deep Learning", IEEE Sensors Letters, https://doi.org/10.1109/LSENS.2024.3378199
Hyeongwoo Kim, Jinwoo Kim, Jinha Kim, Jaeyoung Choi, Sangpyo Hong, Nammoon Kim, and Byungkwan Kim, "Calibration of Wideband LFM Radars Based on Sliding Window Algorithm", Electronics, 12(17), 3564. https://doi.org/10.3390/electronics12173564
Daeun Jung, Sungpil Cheon, Dongryul Kim, Joonseok Yoon, and Byungkwan Kim, "Short Time Remote Heart Rate Measurement based on mmWave FMCW Radar Frame Structure", IEEE Antennas and Wireless Propagation Letters, Accepted. https://doi.org/10.1109/LAWP.2023.3241153
HyungJung Kim, Youngdam Kim, MinSoo Kang, SangIn Cho, and Byungkwan Kim, "Inter-radar Interference Analysis based on L, S Band Propagation Models and Radar Beam Scanning Scenarios," IEEE Access., Accepted. https://doi.org/10.1109/ACCESS.2022.3225653
Jaehoon Jung, Sohee Lim, Byungkwan Kim, and Seongwook Lee, "CNN-based driver monitoring using millimeter wave radar sensor", IEEE Sensors Letters, 5(3), 1-4. https://doi.org/10.1109/LSENS.2021.3063086
Hyun-Seong Kang, Byung Kwan Kim, Seong-Ook Park, "Drone Elevation Angle Classification Based on Convolutional Neural Network with Micro-Doppler of Multi-Polarization", Geoscience and Remote Sensing Letters IEEE, 2020, https://doi.org/10.1109/LGRS.2020.3030113
Byung Kwan Kim, Hyun-Seong Kang, Seongwook Lee, Seong-Ook Park, "Improved Drone Classification Using Polarimetric Merged-Doppler Images", Geoscience and Remote Sensing Letters IEEE, 2020, 04 August 2020; https://doi.org/10.1109/LGRS.2020.3011114
Woosuk Kim, Hyunwoong Cho, Jongseok Kim, Byungkwan Kim and Seongwook Lee, "YOLO-Based Simultaneous Target Detection and Classification in Automotive FMCW Radar Systems," Sensors Journal, Sensors 2020, 20(10), 2897; https://doi.org/10.3390/s20102897
Byung Kwan Kim, Junhyeong Park, Seong-Jin Park, Tae-Wan Kim, Dae-Hwan Jung, Do-Hoon Kim, Taihyung Kim, Seong-Ook Park, “Drone Detection with Chirp‐Pulse Radar Based on Target Fluctuation Models,” ETRI Journal, Vol. 40, Issue. 2, Apr. 2018.; https://doi.org/10.4218/etrij.2017-0090
Byung Kwan Kim, Hyun-Seong Kang, Seong-Ook Park, "Experimental Analysis of Small Drone Polarimetry Based on Micro-Doppler Signature", Geoscience and Remote Sensing Letters IEEE, vol. 14, pp. 1670-1674, 2017.; https://doi.org/10.1109/LGRS.2017.2727824
Byung Kwan Kim, Hyun-Seong Kang, Seong-Ook Park, “Drone Classification Using Convolutional Neural Networks with Merged Doppler Images,” IEEE Geoscience and Remote Sensing Letters, Vol. 14, Jan. 2017.; https://doi.org/10.1109/LGRS.2016.2624820
International Conferences
Woosuk Kim, Hyunwoong Cho, Jongseok Kim, Byungkwan Kim, and Seongwook Lee, "Target classification using combined YOLO-SVM in high-resolution automotive FMCW radar", IEEE Radar Conference 2020 (RadarConf'20), Florence, Italy, September 2020
Jongseok Kim, Byungkwan Kim, Sungdo Choi, Hyunwoong Cho, Woosuk Kim, Minsung Eo, Seungtae Khang, Seongwook Lee, Tsuyoshi Sugiura, "79-GHz Four-RFIC Cascading Radar System for Autonomous Driving," IEEE International Symposium on Circuits and Systems (ISCAS), Seville, Spain, October 2020
Sungdo Choi, Byung Kwan Kim, Hyun-woong Cho, Seongwook Lee, Woosuk Kim, Minsung Eo, Seung-tae Khang, Jongseok Kim, "Compressed IAA based Super-Fast Radar Map Generation," IEEE Sensors Conference, 2019.
Sungdo Choi, Byung Kwan Kim, Jongseok Kim, Donghan Kim, Hyungwoong Cho, “Doppler Coherent Focusing DOA Method for Efficient Radar Map Generation,” IEEE MTT-S International Conference on Microwaves for Intelligent Mobility (ICMIM), 2019
Byung Kwan Kim, and Seong-Ook Park, “Mutual Coupling Calculation of Leaky-Wave Slot Waveguide Antenna with Magneto-Dielectric Coating Layer,” 2015 Asian Workshop on Antennas and Propagation, Jun. 2015
International Patents
Multi-function communication device with millimeter-wave range operation, Gennadiy Alexandrovich Evtyushkin, Anton Sergeevich Lukyanov, Elena Aleksandrovna Shepeleva, Artem Yurievich Nikishov, Byung Kwan Kim, Jong-sok Kim, US17031262
HIGH-ISOLATION ANTENNA SYSTEM, NIKISHOV Artem Yurievich, EVTYUSHKIN Gennadiy Aleksandrovich, SHEPELEVA Elena Aleksandrovna, LUKYANOV Anton Sergeevich, KIM ByungKwan, KIM Jongseok, Samsung Electronics Co., Ltd., RU2693537C1, KR 10-2019-0111979, US20200185834A1
MIMO ANTENNA ARRAY WITH WIDE VIEWING ANGLE, NIKISHOV Artem Yurievich, EVTYUSHKIN Gennadiy Aleksandrovich, KIM ByungKwan, KIM Jongseok, Samsung Electronics Co., Ltd., RU2695934C1, KR 10-2019-0104540, US20200153122A1
METHOD AND APPRATUS WITH VEHICLE RADAR CONTROL, Byung Kwan Kim, Samsung Electronics Co., Ltd., US20190361114A1
RADAR IMAGE PROCESSING METHOD, APPRATUS, AND SYSTEM, Jaesup Lee, Sungdo Choi, Byung Kwan Kim, Samsung Electronics Co., Ltd., US20190079177A1
METHOD AND APPRATUS TO IDENTIFY OBJECT, Byung Kwan Kim, Samsung Electronics Co., Ltd., US20190064337A1
METHOD FOR DRONE DETECTION OF VARIOUS ANGLES USING MICRO-DOPPLER ANALYSIS AND MACHINE LEARNING TECHNIQUE, Byung Kwan Kim, Hyun-Seong Kang, Seong-Ook Park, KR 10-2017-0073669.
Domestic Conferences
윤준석, 김진우, 김동률, 김형우, 김병관, "다중반사 상황에서의 마이크로 도플러 측정 및 분석", 한국전자파학회 전파 및 무선통신 학술대회, 2023.10.27
천성필, 김진하, 최재영, 지영서, 김호원, 김병관, "차량용 FMCW 레이다의 간섭 파형 추정 기법", 한국전자파학회 전파 및 무선통신 학술대회, 2023.10.27
김동률, 최재영, 윤준석, 천성필, 김병관, "경량 딥러닝 알고리즘을 활용한 레이다 기반의 심박수 추정", 한국전자파학회 하계종합학술대회, 2023.08.23 (Best Paper Award)
지영서, 김진우, 김진하, 김형우, 김병관, "경량 딥러닝 모델을 활용한 차량 내 영유아 탐지", 한국전자파학회 하계종합학술대회, 2023.08.23
홍진, 권우중, 김동균, 김병관, "FMCW 레이더 기반 스펙트럼을 통한 물질 분류", 한국전자파학회 하계종합학술대회, 2023.08.23 (Best Paper Award)
이규진, 이현정, 김채현, 김병관, "IQ Mixer를 사용한 FMCW Complex Receiver 설계", 한국전자파학회 하계종합학술대회, 2023.08.23
이소윤, 박찬원, 김병관, "AMC 정확도 향상을 위한 전처리 기법", 한국전자파학회 하계종합학술대회, 2023.08.23
김병관, "머신러닝 연구를 위한 대학원 연구실 단위의 GPU 클러스터 구축기", 한국전자파학회 동계종합학술대회, 2023.02.15
천성필, 김병관, "Interference Mitigation by Adaptive Beamforming for automotive radar", 한국전자파학회 추계종합학술대회, 2022.11.18.
최재영, 서규리, 안수빈, 김병관, "FMCW 레이더 시스템 설계 및 벽 투과 능력 향상을 위한 신호 처리", 한국전자파학회 추계종합학술대회, 2022.11.18.
김형우, 김진우, 지영서, 김병관, "시간-주파수 분석을 이용한 FMCW 레이다 보정 방법", 한국전자파학회 추계종합학술대회, 2022.11.18.
김동률, 김병관, "CNN을 이용한 레이다 신호에서의 심박수 추출", 한국전자파학회 2022 전파 및 무선통신 학술대회, 2022. 10. 28 (Best Paper Award)
최재영, 서규리, 안수빈, 김병관, "Delay Line을 이용한 4.45GHz 대역 벽 투과 FMCW 레이더 시스템 설계", 한국전자파학회 하계종합학술대회, 2022.08.19.
김형우, 김진우, 지영서, 김병관, "Sliding IF 구조를 이용한 C-Band 드론 탐지 FMCW 레이더 설계", 한국전자파학회 하계종합학술대회, 2022.08.19. (Best Paper Award)
정다은, 김병관, "In-cabin Monitoring Using 60GHz FMCW Radar", 한국전자파학회 동계종합학술대회, 2022.2.9
김병관, 김영담, 김형중, 조상인, 강민수, "L, S 대역 레이다의 경로손실 모델을 활용한 간섭분석", 한국전자파학회 동계종합학술대회, 2022.2.9
천성필, 김동률, 배주연, 김병관, "드론과 새를 구분하는 FMCW 지능형 레이더 시스템," 한국전자파학회 하계종합학술대회, 2021.8.18
박성재, 권준홍, 김연규, 김병관, "지하 매설물 탐지를 위한 FMCW GPR 시스템 설계," 한국전자파학회 하계종합학술대회, 2021.8.18
김병관, 김영담, 김형중, 조상인, 강민수, "L, S 대역 레이다의 전파전파 특성을 활용한 간섭 평가 연구", 한국전자파학회 하계종합학술대회, 2021.8.18
김병관, "고해상도 레이더 맵 생성을 위한 FMCW 레이더 시스템," 2020 전파 및 무선통신 학술대회. 2020.11.6
김병관, "최신 레이더 응용 기술과 그 연구 동향," 2020 한국전자파학회 KNC-URSI. 2020.08.19
김병관, "밀리미터파 MIMO 레이더의 배열 안테나 설계 및 제작," 2020 한국전자파학회 하계종합학술대회. 2020.08.19