Research field (4):
Communication and network engineering
, Biomedical engineering
, Sensitivity (kansei) informatics
, Perceptual information processing
Research keywords (6):
Signal Processing
, Noise
, EMC/EMI
, EEG
, ERP
, ECG
Research theme for competitive and other funds (8):
2019 - 2022 Study on High Sensitivity Human Body Communication Based Bio-Sensor for Wireless Control of Wearable Robot
2018 - 2021 Study on Detection Method of Abnormal Situation in Daily Life by Machine Learning of Indoor Activity Sound
2015 - 2018 Study on Detection of Abnormality in Daily Life by Frequency Analysis of Indoor Activity Sound
2012 - 2015 Study on Quantifying Subjective Evaluation by Event-Related Potential
2002 - 2004 電磁ノイズによる画像劣化の主観評価とその生理信号への影響に関する研究
1999 - 2000 周波数解析による足音の特徴抽出と歩行認識に関する研究
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Papers (68):
Hidefumi KAMOZAWA, Motoshi TANAKA. Detection of Atrial Fibrillation from Holter ECG using 1D Convolutional Neural Network after Arrhythmia Extraction. Advanced Biomedical Engineering. 2024. 13. 19-25
Yusuke Sato, Sho Muroga, Hidefumi Kamozawa, Motoshi Tanaka. An estimation method of magnetic coupling coefficient between two microstrip lines using machine learning of near-field information. IEEE Transactions on Magnetics. 2023. 59. 11
Takahiro Mikami, Sho Muroga, Motoshi Tanaka, Yasushi Endo, Masayuki Naoe, Shuichiro Hashi, Kazushi Ishiyama. Estimation of Material Characteristics of Film-Type Noise Suppressor Using Equivalent Circuit Modeling and Genetic Algorithm. IEEE Transactions on Magnetics. 2023. 59. 11
Hidefumi Kamozawa, Sho Muroga, Motoshi Tanaka. A Detection Method of Atrial Fibrillation from 24-hour Holter-ECG Using CNN. IEEJ Transactions on Electrical and Electronic Engineering. 2023. 18. 4. 577-582
Masataka Masaki, Sho Muroga, Takahiro Mikami, Motoshi Tanaka. Evaluation of transmission characteristics of differential and common modes of parallel two-conductor microstrip lines with a Co-Zr-Nb film. Electronics and Communications in Japan. 2022. 105. 4. e12370
Motoshi Tanaka. Anomaly Detection Method Using Self-Organizing Map of Indoor Activity Sound in Daily Life. Journal of The Japan Institute of Electronics Packaging. 2024. 27. 3. 238-242