Papers - Ohtsuki, Tomoaki

Deep Learning Methods for Secure IoT SWIPT Networks

V. Ganapathy, R. Ramachandran, and T. Ohtsuki

IEEE Internet of Things Journal  2024

Research paper (scientific journal), Last author

Self-Supervised Learning Malware Traffic Classification Based on Masked Auto-Encoder

K. Xu, Y. Zhang, Y. Wang, T. Ohtsuki, B. Adebisi, H. Sari, and G. Gui

IEEE Internet of Things Journal  2024

Research paper (scientific journal), Corresponding author

Activity Detection in Indoor Environments using Multiple 2D LiDARs

M. Bouazizi, A. L. Mora, K. Feghou, and T. Ohtsuki

IEEE Internet of Things Journal  2024

Research paper (scientific journal), Last author

Towards Building Trust in Machine Learning Models: Quantifying the Explainability by SHAP and References to Human Strategy

Z. Li, M. Bouazizi, T. Ohtsuki, M. Ishii, and E. Nakaraha

IEEE Access  2024

Corresponding author

Dementia Detection from Speech: What if Language Models Are not the Answer?

M. Bouazizi, C. Zheng, S. Yang, and T. Ohtsuki

Information  2024

Research paper (scientific journal), Last author

A Robust Approach Assisted by Signal Quality Assessment for Fetal Heart Rate Estimation from Doppler Ultrasound Signal

X. Shi, N. Niida, K. Yamamoto, T. Ohtsuki, Y. Matsui, and K. Owada

Sensors  2023

Research paper (scientific journal), Corresponding author

A Novel Approach for Heartbeat Rate Estimation using 3D Lidar and Multi-Beam MIMO Doppler Radar

M. Bouazizi, K. Yamamoto, K. Endo, and T. Ohtsuki

IEEE Sensors Journal  2023

Research paper (scientific journal), Last author

Mobility-Aware Routing and Caching in Small Cell Networks using Federated Learning

Y. Cao, S. Maghsudi, T. Ohtsuki, and T.Q.S. Quek

IEEE Transactions on Communications  2023

Research paper (scientific journal), Last author, Corresponding author

Online Trajectory Optimization for Energy-Efficient Cellular-Connected UAVs with Deep Image Prior Map Reconstruction

H. Zhao, Q. Hao, H. Huang, G. Gui, T. Ohtsuki, H. Sari, and F. Adachi

IEEE Trans. on Vehicular Technology  2023

Research paper (scientific journal), Corresponding author

Resource Allocation for Secure MIMO-SWIPT Systems in the Presence of Multi-Antenna Eavesdropper in Vehicular Networks

V. Ganapathy, R. Ramachandran, and T. Ohtsuki

Sensors  2023

Research paper (scientific journal), Last author

Specific Emitter Identification Using Adaptive Signal Feature Embedded Knowledge Graph

M. Hua, Y. Zhang. J. Sun, B. Adebisi, T. Ohtsuki, G. Gui, H.C. Wu, and H. Sari

IEEE Internet of Things Journal  2023

Research paper (scientific journal), Corresponding author

Detecting Dementia from Face-Related Features with Automated Computational Methods

C. Zheng, M. Bouazizi,T. Ohtsuki, M. Kitazawa, T. Horigome, and T. Kishimoto

Bioengineering  2023

Research paper (scientific journal), Corresponding author

Intelligent Cellular Offloading with VLC-enabled Unmanned Aerial Vehicles

F. H. Panahi, F. H. Panahi, and T. Ohtsuki

in IEEE Internet of Things Journal  2023

Research paper (scientific journal), Joint Work, Last author

Investigation of Data Leakage in Deep Learning-based Blood Pressure Estimation using Photoplethysmogram/ Electrocardiogram

R. Yoshizawa, K. Yamamoto, and T. Ohtsuki

IEEE Sensors Journal  2023

Research paper (scientific journal), Joint Work, Last author

Deep Learning and Image Super-Resolution-Guided Beam and Power Allocation for mmWave Networks

Y. Cao, T. Ohtsuki, S. Maghsudi, and To. Q. S. Quek

IEEE Trans. on Vehicular Technology  2023

Research paper (scientific journal), Joint Work

Max-Min Fair 3D Trajectory Design and Transmission Scheduling for Solar-Powered Fixed-Wing UAV-Assisted Data Collection

C. Sun, X. Xiong, Z. Zhai, W. Ni, T. Ohtsuki, and X. Wang

IEEE Trans. on Wireless Communications  2023

Research paper (scientific journal), Joint Work

A 2D Lidar-equipped unmanned robot-based approach for indoor human activity detection

M. Bouazizi, A.-L. Mora, and T. Ohtsuki

Sensors 2023  2023

Research paper (scientific journal), Joint Work, Last author

Multi-Person Position Estimation Based on Correlation Between Received Signals Using MIMO FMCW Radar

K. Endo, T. Ishikawa, K. Yamamoto, and T. Ohtsuki

in IEEE Access 11   2610 - 2620 2023

Research paper (scientific journal), Joint Work, Last author

A Denoising Method Using Deep Image Prior to Human-Target Detection Using MIMO FMCW Radar

K. Endo, K. Yamamoto, and T. Ohtsuki

Sensors 2022  2022

Research paper (scientific journal), Joint Work, Last author

Deep Reinforcement Learning Evolution Algorithm for Dynamic Antenna Control in Multi-Cell Configuration HAPS System

S. Yang, M. Bouazizi, T. Ohtsuki, Y. Shibata, W. Takabatake, K. Hoshino, and A. Nagate

Future Internet 2023  2023

Research paper (scientific journal), Joint Work