Education
PhD - National University of Singapore
- Electrical and Computer Engineering
- 2019/1~2022/12
- Thesis: Development of AI-assisted RF sensors for biomedical applications
- Supervisor: Professor Guo Yongxin
Master - National University of Singapore
- Electrical Engineering
- 2018/1~2018/12
- Project: Capsule endoscopic legion recognition using machine learning methods
Bachelor - Beijing Institute of Technolog
- Telecommunication Engineering
- 2013/8~2017/6
- Final Year Project: Wireless charger design for a smart phone
Work experience
National University of Singapore
Research Fellow
2023.3 –
Projects
Intelligent Health Measurement Robot based on Non-contact Sensors
Team Leader
- Design of a non-contact health measurement system to sense human vital signs (including blood pressure, blood oxygen saturation, heart rate, breath rate, and temperature) with fusion of an IR sensor, a radar and a camera
- Algorithm development for non-contact, calibration-free blood pressure estimation using the radar and camera
- System deployment on a robot platform for hospital application and in a desktop box for in-home healthcare and Internet+ remote medication.
- A non-contact health measurement robot - video demo
- A non-contact health measurement system: box solution for remote medication - video demo
Non-contact Fall Detection and Alerting System
Team Leader
- Design of a real-time indoor fall detection and alerting system using a radar sensor.
- Algorithm development for fall motion detection using the millimetre-wave radar and machine learning
- A non-contact, real-time fall detection and alerting system - video demo
Knowledge Sharing Tool for Research Groups
Developer
- Design of a software to share knowledge within a research group to improve the efficiency of a team.
- The current version includes a literature review sharing tool and resource sharing tool.
- In the literature review tool, the users summarize papers and patents using keywords and share the summary with other members within the research group. A real-time synchronization system based on FTP protocol is designed for this function.
- Resource sharing tool:share codes, data, etc. Sort and search resources with keywords.
- Knowledge sharing tool development videos
Publications
Papers
- B. Wang, H. Zhang, and Y.-X. Guo, “Radar-based Soft Fall Detection using Pattern Contour Vector,” IEEE Internet Things J., vol. 10, no. 3, pp. 2519-2527, 2022.
- B. Wang, Z. Zheng, and Y.-X. Guo, “Millimeter-Wave Frequency Modulated Continuous Wave Radar-Based Soft Fall Detection Using Pattern Contour-Confined,” IEEE Sens. J., vol. 22, no. 10, pp. 9824–9831, 2022.
- B. Wang, L. Guo, H. Zhang, and Y. X. Guo, “A Millimetre-Wave Radar-Based Fall Detection Method Using Line Kernel Convolutional Neural Network,” IEEE Sens. J., vol. 20, no. 22, pp. 13364–13370, 2020.
- B. Wang, Y.X. Guo, Smart Non-Contact Wireless Sensing of Life Activities for Biomedical Applications (invited), IEEE IWS2021, 24-26 May 2021, Nanjing, China.
- B. Wang, Y.X. Guo, Smart Non-Contact Wireless Sensing of Life Activities for Biomedical Applications (invited), 2021 International Applied Computational Electromagnetics Society (ACES-China) Symposium (invited), 28-31 July 2021, Chengdu, China.
- Wen, X. Song, Z. Zheng, B. Wang, and Y. Guo, “A Multi-class Dataset Expansion Method for Wi-Fi-Based Fall Detection,” in 2022 IEEE MTT-S International Microwave Biomedical Conference (IMBioC), 2022, pp. 195–197.
- R. Wang, X. Zhou, B. Wang, Z. Zheng, and Y. Guo, “A Subcarrier Selection Method for Wi-Fi-based Respiration Monitoring using IEEE 802.11 ac/ax Protocols,” in 2022 IEEE MTT-S International Microwave Biomedical Conference (IMBioC), 2022, pp. 189–191.
- Z. Zheng, B. Wang, and Y. Guo, “Non-Contact Calibration-Free Blood Pressure Estimation Method Using Dual Radar,” in 2022 IEEE MTT-S International Microwave Biomedical Conference (IMBioC), 2022, pp. 186–188.
- H. Shi, J. Pan, Z. Zheng, B. Wang, C. Shen, and Y. Guo, “Radar-based blood pressure estimation using multiple features,” in 2022 IEEE MTT-S International Microwave Biomedical Conference (IMBioC), 2022, pp. 183–185.
Patents
- B. Wang, and Y. Guo, “Motion detection method and system”, Chinese patent, publication no.: CN 112630777 A.
- B. Wang, and Y. Guo, “Robot (health measurement)”, Chinese design patent, application no.: 202230522593.3.
- B. Wang, Z. Zheng, and Y. Guo, “Health measurement equipment, system, and signal process methods”, PCT application no.: PCT/SG2022/050266.
- B. Wang, Z. Zheng, and Y. Guo, “A non-contact wireless vital sign detection system”, Chinese patent, application no. 202111678411.2; Chinese utility model patent, application no.: 202123429737.X.
- B. Wang, Z. Zheng, and Y. Guo, “Motion detection method, motion detection device, and terminal device and storage medium”, Chinese patent application no.: 202210339126.6.
- W. Wang, Y. Guo, Y. Guo, K. Hu, and B. Wang, “Image classification method for the endoscopic capsule”, Chinese patent, publication no.: CN112488981A.
- K. Hu, Y. Guo, Y. Guo, W. Wang, and B. Wang, “Capsule endoscopic image classification method”, Chinese patent, publication no.: CN1124888979A.
- Y. Guo, Y. Guo, K. Hu, C. Shen, W. Wang, and B. Wang, “Dataset forming method for capsule endoscopic images”, Chinese patent, publication no: CN112348746A.
- Y. Guo, Y. Guo, and B. Wang, “AI-assisted classification method, medical, interface and storage media”, Chinese patent, publication no.: CN111833991A.
- Y. Guo, and B. Wang, “A non-contact biomedical health information measurement system”, Chinese patent, application no.: 202110476260.6.
- Z. Zheng, B. Wang, and Y. Guo, “A non-contact blood pressure estimation method using radar and camera”, Chinese patent, application no.: 202110474401.0.
- H. Shi, J. Pan, B. Wang, and Y. Guo, “An intelligent temperature measurement system”, Chinese patent, application no.: 202110729215.7.
Academic experience
- 2021.5.25:Invited talk @ 2021 IEEE MTT-S International Wireless Symposium
- 2021.7.29:Invited talk @ 2021 International Applied Computational Electromagnetics Society (ACES-China) Symposium
Certificates and Awards
- 2022.10.31 Bronze prize @ The 8th China International College Students’ ‘Internet+’ Innovation and Entrepreneurship Competition (Team leader)
- 2022.10.27-28 Excellent student award @ 2022 Singapore Workshop on Antennas
- 2016.05.14 Cisco Certified Network Associate – Routing and Switching
- 2016.08.27 IELTS 7.0
Social Experience
- 2016.07~2016.08 Assistant to CEO @Putaochuangtou Technology Co.Ltd : New market investigation and analysis during company tranformation
- 2013.06~2013.08 Started a tutor team:Made a profit of more than ¥100,000 within two months
- 2015.05 volunteer @Beijing International Iong Walks Congress