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Field Programmable Gate Array-Embedded Platform for Dynamic Muscle Fiber Conduction Velocity Monitoring
Daniela De Venuto1, Giovanni Mezzina2
1Department of Electrical and Information Engineering, Politecnico di Bari, 70125 Bari, Italy. daniela.devenuto@poliba.it.
Sensors (Basel, Switzerland)
|October 27, 2019
Summary
This study introduces a wearable Field Programmable Gate Array (FPGA) platform for real-time Muscle Fiber Conduction Velocity (MFCV) monitoring. The system accurately measures MFCV during walking and fatigue, offering valuable insights into muscle function.
Area of Science:
- Biomedical Engineering
- Neuroscience
- Sports Science
Background:
- Muscle Fiber Conduction Velocity (MFCV) is a key indicator of muscle health and function.
- Accurate and dynamic MFCV monitoring is crucial for diagnosing neuromuscular disorders and optimizing training.
- Existing methods for MFCV assessment can be cumbersome and lack real-time capabilities.
Purpose of the Study:
- To develop and validate a novel wearable Field Programmable Gate Array (FPGA)-based platform for dynamic MFCV monitoring.
- To assess the system's performance in real-time during gait analysis and fatigue monitoring.
Main Methods:
- A wearable platform utilizing surface electromyography (EMG) sensors and footswitches was designed.
- An iterative algorithm processed digitized EMG signals for MFCV calculation on an FPGA board.
- Data was transmitted wirelessly via a Bluetooth module, ensuring real-time processing within 63.5 ms.
Main Results:
- The system achieved real-time MFCV estimation, crucial for dynamic monitoring.
- During gait analysis, healthy subjects exhibited an average MFCV of 7.6 m/s ± 0.36 m/s.
- In fatigue tests, MFCV decreased significantly from 8.51 m/s (rested) to 4.60 m/s (tired), aligning with established trends.
Conclusions:
- The proposed FPGA-based platform provides a novel, accurate, and wearable solution for dynamic MFCV monitoring.
- The system demonstrates efficacy in both gait analysis and fatigue assessment, offering potential for clinical and sports applications.
- This technology enables non-invasive, real-time evaluation of muscle fiber electrophysiology.
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