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Updated: Jan 9, 2026

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Home-Based Monitor for Gait and Activity Analysis
Published on: August 8, 2019
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Use of Head-Mounted Inertial Sensors for Mobility Tasks: Protocol for a Scoping Review.
Will Sloan1, Grace Elizabeth MacDonald1, R Bruce Wallace1,2
1Department of Systems and Computer Engineering, Faculty of Engineering, Carleton University, Ottawa, ON, Canada.
JMIR Research Protocols
|December 8, 2025
Summary
This scoping review explores head-worn sensors for human activity recognition (HAR) and mobility monitoring. It assesses their use in research and potential for adaptation in consumer devices.
Area of Science:
- Human activity recognition (HAR)
- Sensor technology
- Gerontology and rehabilitation
Background:
- Human activity recognition (HAR) utilizes sensors to detect human movement, with applications ranging from personal health to monitoring age-related physical decline.
- While consumer wearables like smartwatches are common for HAR, their long-term usage is often limited.
- Head-worn devices (e.g., headphones, hearing aids) offer a potential solution due to existing user adoption and integrated sensors like accelerometers.
Purpose of the Study:
- To conduct a scoping review on the utilization of head-worn devices for monitoring dynamic mobility tasks.
- To investigate whether head-worn devices have been compared against traditional monitoring methods such as smartwatches or in-sole sensors.
Main Methods:
- The review will adhere to the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) framework.
- Searches will be conducted across PubMed, Engineering Village, SCOPUS, and Web of Science databases, with no publication date limitations.
- A three-stage screening process involving two independent reviewers will be employed: abstract/title screening, full-text screening, and data extraction.
Main Results:
- The search and data extraction are scheduled to commence following the publication of this scoping review protocol.
Conclusions:
- Head-mounted devices, increasingly common and equipped with sensors like accelerometers and inertial measurement units, present a promising avenue for mobility task measurement.
- This review will synthesize existing research on head-worn sensors for mobility monitoring.
- Findings will inform the adaptation of consumer head-worn devices to enhance the lives of individuals through improved health monitoring.

