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A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
Published on: April 19, 2019
A novel low-complexity digital filter design for wearable ECG devices.
Shadnaz Asgari1,2, Alireza Mehrnia3
1Biomedical Engineering Department, California State University, Long Beach, California, United States of America.
Plos One
|April 7, 2017
Summary
A new low-complexity filter effectively suppresses noise in wearable electrocardiograph (ECG) devices. This innovation reduces hardware complexity, enhancing continuous real-time health monitoring for portable applications.
Area of Science:
- Biomedical Engineering
- Signal Processing
Background:
- Wearable and implantable electrocardiograph (ECG) devices are crucial for continuous health monitoring.
- ECG signals are susceptible to noise and artifacts, necessitating effective suppression for accurate analysis.
- Constraints in size, power, and cost are paramount for portable, battery-powered ECG devices.
Purpose of the Study:
- To introduce a novel, low-complexity noise suppression filter structure for wearable ECG devices.
- To present a reconfigurable Finite Impulse Response (FIR) filter designed for efficient ECG signal processing.
- To evaluate the hardware complexity and performance of the proposed filter against existing methods.
Main Methods:
- Development of a reconfigurable FIR filter structure based on an optimally-factored FIR filter method.
- Detailed presentation of the new filter's architecture and features.
- Comparative analysis of the hardware complexity of the proposed filter with state-of-the-art ECG filters.
Main Results:
- The proposed filter structure demonstrates significantly lower hardware complexity compared to existing state-of-the-art ECG filters.
- The design successfully addresses the need for low-complexity noise suppression in wearable health monitoring.
- The reconfigurable nature of the filter offers flexibility for different noise conditions.
Conclusions:
- The novel low-complexity FIR filter structure is a promising solution for noise reduction in wearable ECG devices.
- This design contributes to the development of more efficient and cost-effective portable health monitoring systems.
- The optimized filter structure meets the critical requirements of size, power, and cost for wearable technology.
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