Joonho Seon

Kwangwoon University — South Korea

Engineering · Physical Sciences

7h-index168citations22works6.42yr avg
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Research Topics

Smart Grid Energy Management(5), Microgrid Control and Optimization(3), Indoor and Outdoor Localization Technologies(3), Fault Detection and Control Systems(3), Smart Grid Security and Resilience(3)

Publications22 total

Robust Positioning Scheme Based on Deep Reinforcement Learning with Context-Aware Intelligence
Applied Sciences·2025Open Access
Robust UAV Path Planning Using RSS in GPS-Denied and Dense Environments Based on Deep Reinforcement Learning
Electronics·2025· 1 citedOpen Access
Enhancement of Image Reconstruction in Orthogonal Frequency-Division Multiplexing (OFDM)-Based Communication System Using Conditional Diffusion Model of Generative AI
Applied Sciences·2025Open Access
Deep Reinforced Feature Compression and Channel Equalization for Semantic Communications
IEEE Transactions on Cognitive Communications and Networking·2025· 3 cited
Graph Neural Networks with Generative Adversarial Networks for Semi-Supervised Fault Diagnosis
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences·2025
Context-Aware Integrated Navigation System Based on Deep Learning for Seamless Localization
Sensors·2024· 2 citedOpen Access
Enhanced 3D Outdoor Positioning Method Based on Adaptive Kalman Filter and Kernel Density Estimation for 6G Wireless System
Electronics·2024· 2 citedOpen Access
End-to-End Latency Optimization for Resilient Distributed Convolutional Neural Network Inference in Resource-Constrained Unmanned Aerial Vehicle Swarms
Applied Sciences·2024Open Access
Generative AI-Driven Data Augmentation for Crack Detection in Physical Structures
Electronics·2024· 11 citedOpen Access
Deep Reinforced Segment Selection and Equalization for Task-Oriented Semantic Communication
IEEE Communications Letters·2024· 5 cited
Data-Driven Approaches for Energy Theft Detection: A Comprehensive Review
Energies·2024· 17 citedOpen Access
Least Information Spectral GAN With Time-Series Data Augmentation for Industrial IoT
IEEE Transactions on Emerging Topics in Computational Intelligence·2024· 10 cited
Recent Trends and Issues of Energy Management Systems Using Machine Learning
Energies·2024· 32 citedOpen Access
Novel Architecture of Energy Management Systems Based on Deep Reinforcement Learning in Microgrid
IEEE Transactions on Smart Grid·2023· 41 cited
GraphSAGE with contrastive encoder for efficient fault diagnosis in industrial IoT systems
ICT Express·2023· 7 citedOpen Access
Energy Theft Detection Model Based on VAE-GAN for Imbalanced Dataset
Energies·2023· 13 citedOpen Access
Performance of End-to-end Model Based on Convolutional LSTM for Human Activity Recognition
Journal of Web Engineering·2022· 5 citedOpen Access
Time-Lapse Image Method for Classifying Appliances in Nonintrusive Load Monitoring
Energies·2021· 4 citedOpen Access
Novel Energy Trading System Based on Deep-Reinforcement Learning in Microgrids
Energies·2021· 13 citedOpen Access
Gramian angular field 기반 비간섭 부하 모니터링 환경에서의 다중 상태 가전기기 분류 기법
2021
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Frequent Co-authors

Young Ghyu Sun(19), Soo Hyun Kim(16), Seongwoo Lee(15), Jin Young Kim(12), Byung-Sun Hwang(9), Jinwook Kim(9), Jin‐Young Kim(7), Dong In Kim(6), Kyounghun Kim(6), Soohyun Kim(5), Jeong-Ho Kim(5), Chanuk Kyeong(3), Young-Ghyu Sun(3), Seongwoo Lee(2), Hyowoon Seo(2), Chanuk Kyeong(2), Is-sac Sim(2), Jeongho Kim(1), Jiyoung Lee(1), Chanuk Kyeong(1)