Litcius/Paper detail

Low-Power Multi-Lead Wearable ECG System With Sensor Data Compression

Liang-Hung Wang, Zong-Heng Zhang, Wen‐Ping Tsai, Pao-Cheng Huang, Patricia Angela R. Abu

2022IEEE Sensors Journal35 citationsDOI

Abstract

This study proposes a low-power wearable electrocardiogram (ECG) acquisition system for monitoring human health in daily life. A flexible sensing electrode was designed to replace traditional silver–silver chloride (Ag/AgCl) electrodes for measuring ECG signals from leads I, II, and V1. The traditional multi-lead-wired ECG detector limits the movements and activities of the patient and requires medical staff to assist in collecting ECG signals. The portable ECG acquisition device proposed in this article is not only comfortable to wear but also convenient for patients to use anytime, anywhere. To increase the sampling rate of the device to obtain more ECG signal information, this study proposes an innovative Huffman lossless ECG data compression algorithm based on variable-word length coding (VLC). This algorithm can efficiently realize data compression and reduce power consumption. It makes the whole system operate continuously for a long period of time and acquire abundant ECG information, which is helpful for clinical diagnosis. Experimental results show that when the sampling rate is 400 Hz, the working current is only 3.64 mA, and the compression ratio (CR) of the device can reach 2.38.

Topics & Concepts

Wearable computerHuffman codingLossless compressionComputer scienceData acquisitionReal-time computingData compressionCompression ratioSIGNAL (programming language)Wearable technologyData compression ratioDetectorArtificial intelligenceEmbedded systemEngineeringTelecommunicationsImage compressionProgramming languageImage processingImage (mathematics)Internal combustion engineAutomotive engineeringOperating systemECG Monitoring and AnalysisAdvanced Sensor and Energy Harvesting MaterialsNon-Invasive Vital Sign Monitoring
Low-Power Multi-Lead Wearable ECG System With Sensor Data Compression | Litcius