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A Dynamically Reconfigurable ECG Analog Front-End With a 2.5× Data-Dependent Power Reduction.
IEEE Transactions on Biomedical Circuits and Systems
|September 22, 2021
Summary
This study introduces a power-saving electrocardiogram (ECG) analog front-end (AFE) using an adaptive predictor. It achieves significant data-dependent power reduction without impacting ECG analysis accuracy.
Area of Science:
- Biomedical Engineering
- Integrated Circuit Design
- Signal Processing
Background:
- Electrocardiogram (ECG) analog front-ends (AFEs) are crucial for monitoring heart activity.
- Existing ECG AFEs often face challenges in balancing power consumption and signal fidelity.
- Reducing power consumption in wearable or implantable ECG devices is a key research area.
Purpose of the Study:
- To develop a reconfigurable ECG AFE with significantly reduced power consumption.
- To exploit the inherent characteristics of bio-signals for power optimization.
- To maintain or improve the accuracy of ECG feature extraction and anomaly detection.
Main Methods:
- Implementation of a reconfigurable ECG AFE in 65 nm CMOS technology.
- Utilizing an agile, on-the-fly dynamic noise-power trade-off strategy.
- Employing a least mean squares (LMS)-based adaptive predictor to guide power savings based on cardiac cycle regions.
Main Results:
- Achieved approximately 2.5x data-dependent power savings.
- Tunable input-referred noise ranging from 2.38 to 3.64 μVrms.
- Low power consumption between 307 and 769 nW from a 0.8 V supply.
Conclusions:
- The proposed predictor-based approach enables substantial power savings in ECG AFEs.
- The AFE demonstrates feasibility for power reduction without compromising diagnostic capabilities.
- This technology is suitable for low-power, high-performance wearable and implantable cardiac monitoring systems.
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