Publications 

Jo, S. H., Woo, J., Jeong, J. H., & Byun, G. S. (2019). Safety air bag system for motorcycle using parallel neural networks. Journal of Electrical Engineering & Technology, 14(5), 2191-2203.  https://doi.org/10.1007/s42835-019-00229-3

Woo, J., Jo, S. H., Jeong, J. H., Kim, M., & Byun, G. S. (2020). A study on wearable airbag system applied with convolutional neural networks for safety of motorcycle. Journal of Electrical Engineering & Technology, 15(2), 883-897.  https://doi.org/10.1007/s42835-020-00353-5

Jeong, J. H., Jo, S. H., Woo, J., Lee, D. H., Sung, T. K., & Byun, G. S. (2020). Parallel neural network–convolutional neural networks for wearable motorcycle airbag system. Journal of Electrical Engineering & Technology, 15(6), 2721-2734.  https://doi.org/10.1007/s42835-020-00507-5

Jo, S. H., Woo, J., Byun, G. S., Jeong, J. H., & Jeong, H. (2021). Study on the Integral Compensator Using Supercapacitor for Energy Harvesting in Low-Power Sections of Solar Energy. Energies, 14(8), 2262.  https://doi.org/10.3390/en14082262

Woo, J., Jo, S. H., Byun, G. S., Kwon, B. S., & Jeong, J. H. (2021). Wearable airbag system for real-time bicycle rider accident recognition by orthogonal convolutional neural network (O-cnn) model. Electronics, 10(12), 1423.  https://doi.org/10.3390/electronics10121423

Jo, S. H., Woo, J., Byun, G. S., Kwon, B. S., & Jeong, J. H. (2021). A study on the application of LSTM to judge bike accidents for inflating wearable airbags. Sensors, 21(19), 6541.  https://doi.org/10.3390/s21196541

Woo, J., Jo, S. H., Byun, G. S., Kim, S. Y., Jee, S. G., Seong, J. H., ... & Jeong, J. H. (2022). Determination of traffic lane in tunnel and positioning of autonomous vehicles using chromaticity of LED lights. Sensors, 22(8), 2912.  https://doi.org/10.3390/s22082912

Woo, J., Baek, J. H., Jo, S. H., Kim, S. Y., & Jeong, J. H. (2022). A study on object detection performance of YOLOv4 for autonomous driving of tram. Sensors, 22(22), 9026.  https://doi.org/10.3390/s22229026

Jo, S. H., Woo, J., Kim, S. Y., & Jeong, J. H. (2023). Development of positioning technology using LED. IEEE Photonics Journal, 15(1), 1-7.  https://doi.org/10.1109/JPHOT.2023.3240719

Jo, S. H., Woo, J., Kang, C. H., & Kim, S. Y. (2024). Damage detection and segmentation in disaster environments using combined YOLO and Deeplab. Remote sensing, 16(22), 4267.  https://doi.org/10.3390/rs16224267

Lee, J. H., Park, J. W., Woo, J., Kim, S. Y., Kwon, B. S., Jo, S. H., & Jeong, J. H. (2025). Integrated inspection system based on CAN communication for inspecting steering wheels with HOD module. Journal of Electrical Engineering & Technology, 20(4), 2721-2731. https://doi.org/10.1007/s42835-025-02146-0

Jo, S. H., Woo, J., & Jeong, J. H. (2025). TAMS: A CNN-based time attention network for time series sensor data with feature points of bicycle accident. Expert Systems with Applications, 272, 126739.   https://doi.org/10.1016/j.eswa.2025.126739

Venkateswaran, R., Choi, W., Jeong, J. H., & Woo, J. (2026). Reachable set estimation for wind energy conversion system via nonfragile memory sampled-data control. AIMS Mathematics, 11(3), 8308-8331.   https://doi.org/10.3934/math.2026341

Sung, M. H., Choi, W. S., Lee, J. H., Kim, J. W., Jeong, Y. G., Jo, S. H., ... & Seung, T. Y. (2026). Position Estimation Method Using RGB Values of LED Colour Temperature in a Fuzzy Logic System. IET Optoelectronics, 20(1), e70035.   https://doi.org/10.1049/ote2.70035

Choi, W. S., Park, J. W., Lee, J. H., Sung, M. H., Kim, J. W., Jeong, Y. G., ... & Seung, T. Y. (2026). Development of a CAN FD Communication-Based HOD Pad Function Inspection System. Journal of Electrical Engineering & Technology, 1-14. Choi, W. S., Park, J. W., Lee, J. H., Sung, M. H., Kim, J. W., Jeong, Y. G., ... & Seung, T. Y. (2026). Development of a CAN FD Communication-Based HOD Pad Function Inspection System. Journal of Electrical Engineering & Technology, 1-14.   https://doi.org/10.1007/s42835-026-02839-0