Yiwen Dong is a Ph.D. student in the Department of Civil and Environmental Engineering at Stanford University, advised by Prof. Hae Young Noh. Her research interest is human behavior characterization and health monitoring through their interactions with the physical structures. Her current work focuses on human and animal health monitoring through footstep/activity-induced structural vibrations.
While structures are traditionally considered as passive and indifferent, her works allow the structures to be both self-aware and user-aware. Yiwen developed systems that utilize the ambient structural vibrations to infer human behaviors and health states, which enables many smart building applications such as in-home patient monitoring and elder care, intruder prevention and occupant management, animal health monitoring and welfare. She strives for the next-generation intelligent infrastructures by exploring the potential of structural monitoring for human-centered purposes.
Yiwen has an interdisciplinary background in structural engineering, electrical engineering, and machine learning. Yiwen received her Master’s degree in Structural Engineering at Stanford University and her Bachelor’s degree in civil engineering at Nanyang Technological University. She won various awards (Best Paper Award, runner-ups in competitions) in ubiquitous computing and cyber-physical system conferences. She is passionate about combining the physical knowledge from structural dynamics, sensing approaches from cyber-physical systems, and data-driven models from machine learning to infer people’s characteristics, behavior patterns and health states.
Honors & Awards
Conference NSF fellowship, MMLDT-CSET Organizing Committee (07/30/2021)
Best Paper Award, Second Nurse Care Activity Recognition Challenge, HASCA Workshop, UbiComp 2020 (09/17/2020)
Gold Medal, Professional Engineers Board, Singapore (2018)
Dean’s List Excellent Academic Award, Nanyang Technological University, Singapore (2014-2018)
SM2 Scholarship, Ministry of Education, Singapore (2013)
Education & Certifications
B.Eng., Nanyang Technological University, Singapore, Civil Engineering (2018)
M.S., Stanford University, Structural Engineering (2020)
- MassHog: Weight-Sensitive Occupant Monitoring for Pig Pens using Actuated Structural Vibrations ASSOC COMPUTING MACHINERY. 2021: 600-605
- Social Distancing Compliance Monitoring for COVID-19 Recovery Through Footstep-Induced Floor Vibrations SenSys '21 2021: 399-400
Non-parametric Bayesian Learning for Newcomer Detection using Footstep-Induced Floor Vibration
View details for DOI 10.1145/3412382.3458785
PigNet: Failure-Tolerant Pig Activity Monitoring System Using Structural Vibration
IPSN '21: International Conference on Information Processing in Sensor Networks
View details for DOI 10.1145/3412382.3458902
A window-based sequence-to-one approach with dynamic voting for nurse care activity recognition using acceleration-based wearable sensor
View details for DOI 10.1145/3410530.3414336
MD-Vibe: physics-informed analysis of patient-induced structural vibration data for monitoring gait health in individuals with muscular dystrophy
View details for DOI 10.1145/3410530.3414610