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Home-Based Monitor for Gait and Activity Analysis
Published on: August 8, 2019
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Research on a physical activity tracking system based upon three-axis accelerometer for patients with leg ulcers
Rongguo Yan1, Weibing Zhao1, Qi Sun1
1School of Medical Instrument and Food Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, People's Republic of China.
Healthcare Technology Letters
|December 17, 2019
Summary
This study introduces a wearable system using accelerometers to monitor lower limb activity for venous leg ulcer patients. It guides rehabilitation exercises, aiding ulcer healing and reducing venous hypertension.
Area of Science:
- Biomedical Engineering
- Rehabilitation Medicine
- Wearable Technology
Background:
- Venous leg ulcerations are prevalent in middle-aged and elderly populations.
- Physical activity significantly impacts lower limb blood circulation and ulcer healing.
- Effective exercise regimens can alleviate chronic venous ulcerations and reduce venous hypertension.
Purpose of the Study:
- To develop and evaluate a physical activity tracking system for patients with venous leg ulcerations.
- To utilize a smart mobile phone for guiding rehabilitation exercises and analyzing patient data.
- To assess the system's efficacy in improving lower limb muscle function and accelerating ulcer healing.
Main Methods:
- A data acquisition platform was created using a three-axis accelerometer, microcontroller, and Bluetooth module.
- Acceleration data from lower limb movements were transmitted wirelessly to a smart mobile phone.
- The mobile application processed data using wavelet transform, denoising, and feature extraction for exercise evaluation.
Main Results:
- The system successfully acquired and processed lower limb movement data.
- It provided guidance for prescribed rehabilitation exercises.
- The system offered reasonable evaluation and judgment of exercise results, contributing to ulcer treatment.
Conclusions:
- The developed system aids in treating underlying venous reflux.
- It facilitates an environment conducive to skin regeneration over ulcers.
- The system accelerates the overall ulcer healing process.
Keywords:
Bluetoothacceleration data preprocessingaccelerometersbiomechanicsbiomedical equipmentbiomedical telemetryblood circulationblood vesselschronic venous leg ulcerschronic venous ulcerationsdata acquisitiondata acquisition platformdiseasesfeature extractionlower limb movementmedical signal processingmicrocontrollermicrocontrollersmobile computingmusclepatient monitoringpatient rehabilitationphysical activity tracking systemprescribed rehabilitation exercisessignal reconstructionskinsmart mobile phonesmart phonesthree-axis accelerometerulcer healing processvenous hypertensionvenous leg ulcerationsvenous refluxwavelet transformwavelet transformswireless Bluetooth module
