Journal papers
2024
Geonhui Kim, Jiha Kim, Yongho Kim, Hwan Kim, Hyunhee Park, "FedWT: Federated Learning with Minimum Spanning Tree-based Weighted Tree Aggregation for UAV Networks," ICT Express, 2024 [No. 2022R1A2C2005705] - **Submission**
Jina Kim, Seunghyun Park, Hyunhee Park, "Energy Optimization and Age of Information Enhancement in Multi-UAV Networks Using Deep Reinforcement Learning," IET Electronics Letters, 2024 - [No. 2022R1A2C2005705] - **Submission**
Byungchan Kim, Seunghyun Park, Hyunhee Park, "Data Division Transmission Method with Performance Analysis in Wi -Fi 7 Multi-Link Operation," IEICE Transactions on Communication, 2024 - [No. 2022R1A2C2005705] - **Submission**
Jiha Kim, Yongho Kim, Seunghyun Park, Hyunhee Park, "Dynamic Transmission and Delay Optimization Random Access for Reduced Power Consumption," IEEE Access, 2024 [ACK. No. 2022R1A2C2005705, No. 2021-0-00990]
Yongho Kim, Jiha Kim, Cheolwoo You, Hyunhee Park, "Integrated indoor positioning methods to optimize computations and prediction accuracy enhancement," Wiley Computational Intelligence, 2024 [ACK. No. 2022R1A2C2005705]
2023
Hyungbin Kim, Byungchan Kim, Yongho Kim, Cheolwoo You, Hyunhee Park, "K-FL: Kalman Filter-based Clustering Federated Learning Method," IEEE Access, 2023 [ACK. No. 2022R1A2C2005705, No. 2021-0-00368]
김지나, 김병찬, 유철우, 박현희, "Q-learning을 이용한 우선순위 기반 Adaptive Slotted ALOHA 기법," 한국통신학회논문지, 2023 [ACK. No. 2022R1A2C2005705, 2021-0-00368]
2022
Seunghyun Park, Hyunhee Park, "PIER: cyber-resilient risk assessment model for connected and autonomous vehicles," Wireless Networks, Aug 2022.
Gimoon Woo, Hyungbin Kim, Seunghyun Park, Cheolwoo You, Hyunhee Park, "Fairness-Based Multi-AP Coordination Using Federated Learning in Wi-Fi 7," MDPI Sensors, 2022 [ACK. No. 2021-0-00990, No. 2021-0-00368]
Jiha Kim, Hyunhee Park, "Limited Discriminator GAN using explainable AI model for overfitting problem," ICT Express, 2022 [ACK. No. 2021-0-00990]
김용호, 김지하, 박현희, "Light-CAM: 임베디드 단말의 Weakly Supervised Object Localization을 위한 경량화 모델," 한국통신학회논문지, 2022 [ACK. No. 2021-0-009900
김형빈, 김용호, 유철우, 박현희, "대규모 연합학습을 위한 효율적 분산 클러스터링 기법," 한국통신학회논문지, 2022 [ACK. No. 2021-0-00368]
2021
Hyunhee Park, "Performance Analysis of Trigger Frame under Enhanced UL and DL MU MIMO Transmissions", Springer WWW journal, Under Review.
Seunghyun Park, Hyunhee Park, "Combined oversampling and undersampling method based on slow-start algorithm for imbalanced network traffic," Computing, vol. 103, pp. 402-424, 2021.
2020
Hyunhee Park, "Anti-Malicious Attack Algorithm for Low-Power Wake-Up Radio Protocol", IEEE ACCESS, (SCIE/IF: 3.745), July 2020.
Hyunhee Park, "Adaptive Backoff enabled WUR on non-Cellular local IoT for extreme low power operation," Future Generation Computer Systems (SCIE/IF: 5.768), Jan. 2020.
2019
Hyunhee Park, "Land Detection Algorithm based on Hough Transform for High-Speed Self Driving Vehicles," International Journal of Web and Grid Services (SCIE/IF:1.071), July 2019.
Hyunhee Park, "MLP Modeling for Search Advertising Price Prediction," Journal of Ambient Intelligence and Humanized Computing (Springer) (SCIE/IF: 1.423), April 2019.
Hyunhee Park and Minjun Ji, "Comparative Analysis of Optimizer Methods for Machine Learning Algorithm using Search Keyword Ad Data," International Journal of Engineering and Technology (Scopus), Jan. 2019.
2018
Hyunhee Park and Minjun Ji, “Prediction algorithm for optimal ranking of search keyword by TensorFlow (TensorFlow를 활용한 검색 키워드의 최적 순위 예측 알고리즘),” Journal of KICS (한국통신학회논문지) (KCI), August 2018.
Hyunhee Park and Minjun Ji, “Prediction of serious depressive symptoms by blood test and environmental factor in adult men and women (건강한 성인에서 피검사 결과와 환경적 요인에 의한 중증 우울도 데이터 예측),” Journal of KICS (한국통신학회논문지) (KCI), August 2018.
Hyunhee Park, "Implementation of Lane Detection for Self-Driving Vehicles using GPS (GPS의 위치 정보 시스템을 활용한 자율 주행 차량의 차선 검출 구현)," Journal of KICS (KCI), July 2018.
Hyunhee Park and Eui-Jik Kim, "Wake-up Radio-resilient Scanning Mechanism for Mobile Device in IEEE 802.11ba," Sensors and Materials (SCIE), May 2018.
2017
Wonjung Kim, Taewon Song, Tae-Yoon Kim, **Hyunhee Park**, and Sangheon Pack, "VoIP Capacity Analysis in Full Duplex WLANs,” IEEE Transactions on Vehicular Technology, (TVT), Vol. 12, No. 12, pp. 11419-11424, December 2017.