Kamen Ivanov
PhD
e-mail:
ivanov | at | snakesoft | dot | eu
Research Interests
Wearable Computing
Biomedical Signal Processing
Education and Training
2021 : PhD in Pattern Recognition and intelligent systems: A study on non-linear characterization of foot and methods for personal identification based on plantar pressure and lower limb motion patterns, Shenzhen Institutes of Advanced Technology, China
2003 : BSc in Engeneering, Technical University of Sofia, Bulgaria
Projects
2024 - 2026 : "Studying locomotor and physiological activity using biocompatible and antibacterial multimodal sensors", funded by the Bulgarian National Science Fund; Participant
2023 - 2024 : "Synthesis and application methods of graphene sensors for recording plantar pressure in wearable devices", joint Chinese Academy of Sciences and Bulgarian Academy of Sciences; Participant
“Quantitative Evaluation of hemiplegic gait”, supported by the Chengdu Science and Technology Bureau, (#2021-YF05-02175-SN); Participant
2020 – 2024 : "Computer-aided diagnosis of cardiac arrhythmias based on machine learning and deep neural networks", funded by Bulgarian National Science Fund; Participant
2017 – 2019 : "Exploration of methods for foot functional evaluation using multimodal sensing", supported by Science and Technology Department of Sichuan Province and Chengdu University of Technology; Participant
Patents
2021 : Design of smart insole for gait analysis; CN 109998221 B; China
Selected Publications
Convolutional autoencoder for filtering of power-line interference with variable amplitude and frequency: Study of 12-lead PTB-XL ECG database. Ivanov, K; Jekova, I; Krasteva, V; The International Symposium on Bioinformatics and Biomedicine, : 121-133. 2022.
Identity recognition by walking outdoors using multimodal sensor insoles. Ivanov, K; Mei, Z; Penev, M; Lubich, L; Mumini, O, O; Van, N, S V; Yan, Y; Wang, L; Ieee Access, 8: 150797-150807. 2020.
Design of a sensor insole for gait analysis. Ivanov, K; Mei, Z; Lubich, L; Guo, N; Xile, D; Zhao, Z; Omisore, M, O; Ho, D; Wang, L; Intelligent Robotics and Applications: 12th International Conference, ICIRA 2019, Shenyang, China, August 8-11, 2019, Proceedings, Part IV 12, : 433-444. 2019.
Signal quality and electrode-skin impedance evaluation in the context of wearable electroencephalographic systems. Zhao, Z; Ivanov, K; Lubich, L; Omisore, M, O; Mei, Z; Fu, N; Chen, J; Wang, L; 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), : 4965-4968. 2018.
A custom base station for collecting and processing data of research-grade motion sensor units. Ivanov, K; Mei, Z; Li, H; Du, W; Wang, L; Wireless Mobile Communication and Healthcare: 6th International Conference, MobiHealth 2016, Milan, Italy, November 14-16, 2016, Proceedings 6, : 11-18. 2017.
Wireless Sensor Microsystem Design: A Practical Perspective. Wang, L; Cumming, D R S; Hammond, P A; Cooper, J M; Johannessen, E A; Ivanov, K; Body Sensor Networks, : 463-494. 2014.
Ion source with hot filament and magnetic field. Model-based anode current control. Donkov, N; Dinkov, Z; Ivanov, K; Vacuum, 69: 445-447. 2002.