Literature DB >> 23366209

Motion artifact reduction in electrocardiogram using adaptive filtering based on half cell potential monitoring.

Byung-hoon Ko1, Takhyung Lee, Changmok Choi, Youn-ho Kim, Gunguk Park, KyoungHo Kang, Sang Kon Bae, Kunsoo Shin.   

Abstract

The electrocardiogram (ECG) is the main measurement parameter for effectively diagnosing chronic disease and guiding cardio-fitness therapy. ECGs contaminated by noise or artifacts disrupt the normal functioning of the automatic analysis algorithm. The objective of this study is to evaluate a method of measuring the HCP variation in motion artifacts through direct monitoring. The proposed wearable sensing device has two channels. One channel is used to measure the ECG through a differential amplifier. The other is for monitoring motion artifacts using the modified electrode and the same differential amplifier. Noise reduction was performed using adaptive filtering, based on a reference signal highly correlated with it. Direct measurement of HCP variations can eliminate the need for additional sensors.

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Year:  2012        PMID: 23366209     DOI: 10.1109/EMBC.2012.6346248

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  3 in total

Review 1.  Unobtrusive sensing and wearable devices for health informatics.

Authors:  Ya-Li Zheng; Xiao-Rong Ding; Carmen Chung Yan Poon; Benny Ping Lai Lo; Heye Zhang; Xiao-Lin Zhou; Guang-Zhong Yang; Ni Zhao; Yuan-Ting Zhang
Journal:  IEEE Trans Biomed Eng       Date:  2014-05       Impact factor: 4.538

2.  Real alerts and artifact classification in archived multi-signal vital sign monitoring data: implications for mining big data.

Authors:  Marilyn Hravnak; Lujie Chen; Artur Dubrawski; Eliezer Bose; Gilles Clermont; Michael R Pinsky
Journal:  J Clin Monit Comput       Date:  2015-10-05       Impact factor: 2.502

3.  Adaptive Motion Artifact Reduction in Wearable ECG Measurements Using Impedance Pneumography Signal.

Authors:  Xiang An; Yanzhong Liu; Yixin Zhao; Sichao Lu; George K Stylios; Qiang Liu
Journal:  Sensors (Basel)       Date:  2022-07-23       Impact factor: 3.847

  3 in total

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