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杏吧原创

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Expertise: Gait Assessment

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SAM3 Expertise Areas: Gait Assessment

Gait, walking speed, and other measures are an important measure of mobility. SAM3 researchers have explored numerous methods for the assessment of gait.

Gait Assessment

  • AI assisted video cameras
  • Accelerometers within hearing aids
  • Accelerometers on shoes
  • WiFi based assessment
  • Motion sensor based assessment
  • Ultra Wide Band

Laska, B., Goubran, R., Vukovic, B., Wallace, B., Ault, L., & Laghai, A. (2026). Enabling Independence: Assessing Activities of Daily Living to Inform Safety. Accessibility Institute, 杏吧原创 University.

Link to Article

IEEE Video Tutorial: 鈥淭he Supportive Smart Home: Solutions Enabling Independence 鈥 Ambient Sensing, Artificial Intelligence in Ethical Context鈥

W. Sloan, B. Wallace, R. Goubran, H. Sveistrup, 鈥淚mproved Activity Recognition Through Fusion of Earable Pairs鈥 at IEEE Medical Measurement and Applications Symposium (MeMeA 2025), 2025

W. Sloan, B. Wallace, R. Goubran, H. Sveistrup, 鈥淐ross-Body Transfer Learning for Human Activity Recognition鈥 at 2025 IEEE International Instrumentation Measurement Technology Conference (I2MTC), 2025

W. Sloan; B. Wallace; R. Goubran; H. Sveistrup, 鈥淯se of head-mounted inertial sensors for mobility tasks: Protocol for a Scoping Review鈥, JMIR Research Protocols, 2025

open preprint access

W. Sloan, B. Wallace, A. Pepe, H. Sveistrup, F. Knoefel, A. Fraser, M. Bromwich, 鈥淔easibility for Clinical Physical Mobility Measurement using Hearing Aid Accelerometers鈥 2024 Sensor Applications Symposium (SAS), 2024

Link to Paper

W. Sloan, B. Wallace, A. Pepe, H. Sveistrup, F. Knoefel, A. Fraser, M. Bromwich, 鈥淗earing aid accelerometry can be used for clinical assessment鈥, AGE-WELL AGM, 2023.

SAM3 Book 鈥淪upportive Smart Homes: Their Role in Aging in Place鈥 now available

Supportive Smart Homes: Their Role in Aging in Place By: Frank Knoefel, Bruce Wallace, Neil Thomas, Heidi Sveistrup, Rafik Goubran, Christine L. Laurin Our book …

W. Sloan, B. Wallace, A. Pepe, H. Sveistrup, F. Knoefel, A. Fraser, M. Bromwich, 鈥淗earing Aid Accelerometer Based Pedometry Assessment for Older Adults鈥 2023 IEEE Sensors Applications Symposium (SAS), 2023.

Link to Paper

Agarwal, A. 鈥淢ethods for Gait Analysis in a Supportive Smart Home鈥, M.A.Sc. Thesis, 杏吧原创 University, 2022.

Link to Thesis

Agarwal, A., Wallace, B., Goubran, R., Knoefel, F., Thomas, N., 鈥淢ethod to Improve Gait Speed Assessment for Low Frame Rate AI Enabled Visual Sensor鈥 2022 IEEE Sensors Applications Symposium (SAS), 2022

Link to Paper

Agarwal, A., Wallace, B., Goubran, R., Knoefel, F., Thomas, N., 鈥淲alking Gait Speed Measurement Using Privacy Respecting AI Enabled Visual Sensor鈥, 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2022.

Link to Paper

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