Vibration Sensing ‐ A Novel Approach to Detecting Activities of Daily Living

We present an innovative approach to detecting ADLs using unobtrusive vibration sensing technology. Results suggest that we can detect both when any activity occurres and the specific actions that contribute to the activity. As such, vibration sensing is a promising tool for both intervention (e.g., prompting when error or omission occurs) and outcome purposes in ADRD clinical trial research.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70856_104283
Primary Topic
Context-Aware Activity Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Vibration Sensing ‐ A Novel Approach to Detecting Activities of Daily Living

Alyssa Weakley, B. B. Brown, Dong Yoon Lee, Shijia Pan
Alzheimer s & Dementia
Context-Aware Activity Recognition Systems
article

Vibration Sensing ‐ A Novel Approach to Detecting Activities of Daily Living

Alyssa Weakley, B. B. Brown, Dong Yoon Lee, Shijia Pan
article en

Abstract

We present an innovative approach to detecting ADLs using unobtrusive vibration sensing technology. Results suggest that we can detect both when any activity occurres and the specific actions that contribute to the activity. As such, vibration sensing is a promising tool for both intervention (e.g., prompting when error or omission occurs) and outcome purposes in ADRD clinical trial research.

Alzheimer s & DementiaVol. 21(S2)
University of California, Merced (US), University of California, Davis (US)
Openalex Percentile: Top 36%
Context-Aware Activity Recognition Systems
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Vibration Sensing ‐ A Novel Approach to Detecting Activities of Daily Living — Alyssa Weakley, B. B. Brown, et al. · Alzheimer s & Dementia (2025) | TGRS Research Map | TGRS