Boseong Kim

Profile

M.S. student in Computer Engineering at Hallym University (2026–present).
Conducting research on AI-based indoor positioning systems integrating Pedestrian Dead Reckoning (PDR), wireless signals, and sensor fusion using smartphone IMU data.
Research interests include indoor localization, multimodal sensor fusion, and deep learning–based navigation systems.

Research Areas

Skills

Education

• Department of Computer Engineering, Hallym University — M.S. (2026–present)
• Division of Software, College of Information Science, Hallym University — B.S. (2020–2026)

Publications

International Journals (SCI)

• [J2] Kim, B., Li, S., Kim, J., & Shin, B. (2026).
  AI-Generated Spatial Pattern Matching for Hospital Indoor Positioning.
  Applied Sciences, 16(5), 2552.
  JCR: Q2 (Engineering, Multidisciplinary) / IF: 2.7 (2024)
  10.3390/app16052552
• [J1] Shin, B., Li, S., & Kim, B. (2025).
  Deep Learning-Based Vehicle Speed Estimation Using Smartphone Sensors in GNSS-Denied Environment.
  Applied Sciences, 15(16), 8824.
  JCR: Q2 (Engineering, Multidisciplinary) / IF: 2.7 (2024)
  10.3390/app15168824

Domestic Journals (KCI)

• [K1] Kim, J., Kim, B., & Shin, B. (2025)
  Performance Analysis and Compensation Methods According to PDR Drift and Radio Map Resolution.
  Journal of Positioning, Navigation, and Timing, 14(3), 195–202.
  10.11003/JPNT.2025.14.3.195

Domestic Conferences

• [C5] Kim, B., Li, S., Shin, B. (2025). Development of an LSTM-Based AI-PDR System Utilizing Smartphone IMU.
  Proceedings of the IPNT Conference, Nov 5–7, 2025, Jeju, Korea.
  IPNT 2025 Proceedings
• [C4] Li, S., Kim, B., Shin, B. (2025). Smartphone-Based Vehicle Trajectory Estimation Using Attention-LSTM.
  Proceedings of the IPNT Conference, Nov 5–7, 2025, Jeju, Korea.
  IPNT 2025 Proceedings
• [C3] Kim, J., Kim, B., Shin, B. (2025). Impact of PDR Drift and Radio Map Resolution on SC-based Indoor Localization.
  Proceedings of the IPNT Conference, Nov 5–7, 2025, Jeju, Korea.
  IPNT 2025 Proceedings
• [C2] Li, S., Kim, B., Shin, B. (2025). A study on the estimation of vehicle speed using smartphone sensor data with AI technology.
  Proceedings of the KICS Conference, Feb 5–7, 2025, Yongpyong, Korea.
  KICS 2025 Program
• [C1] Kim, B., Shin, B. (2024). Enhancing Smartphone-Based Pedestrian Dead Reckoning Using AI in Various Motions.
  Proceedings of the IPNT Conference, Nov 6–8, 2024, Jeju, Korea.
  IPNT 2024 Proceedings

수상경력

• 한림대학교 SW 캡스톤디자인 경진대회 (2025-1)
  한림대학교 공학관 대상 Wi-Fi 라디오맵 구축 및 SC 기반 저비용 실내 위치추정 기술 개발
  🏅 은상 수상

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