Motion artifact variability in biomagnetic wearable devices

被引:0
|
作者
Arekhloo, Negin Ghahremani [1 ,2 ]
Wang, Huxi [1 ,2 ]
Parvizi, Hossein [2 ]
Tanwear, Asfand [1 ]
Zuo, Siming [1 ]
McKinlay, Michael [2 ]
Nunez, Carlos Garcia [2 ]
Nazarpour, Kianoush [1 ,3 ]
Heidari, Hadi [1 ,2 ]
机构
[1] Neuranics Ltd, Glasgow, Scotland
[2] Univ Glasgow, James Watt Sch Engn, Microelect Lab, Glasgow City, Scotland
[3] Univ Edinburgh, Sch Informat, Edinburgh, Scotland
来源
FRONTIERS IN MEDICAL TECHNOLOGY | 2024年 / 6卷
基金
英国工程与自然科学研究理事会;
关键词
biomagnetic measurements; motion artifacts; wearable sensors; gradient background field; homogeneous background field; SIGNAL; ECG;
D O I
10.3389/fmedt.2024.1457535
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Motion artifacts can be a significant noise source in biomagnetic measurements when magnetic sensors are not separated from the signal source. In ambient environments, motion artifacts can be up to ten times stronger than the desired signals, varying with environmental conditions. This study evaluates the variability of these artifacts and the effectiveness of a gradiometer in reducing them in such settings. To achieve these objectives, we first measured the single channel output in varying magnetic field conditions to observe the effect of homogeneous and gradient background fields. Our analysis revealed that the variability in motion artifact within an ambient environment is primarily influenced by the gradient magnetic field rather than the homogeneous one. Subsequently, we configured a gradiometer in parallel and vertical alignment with the direction of vibration (X-axis). Our findings indicated that in a gradient background magnetic field ranging from 1 nT/mm to 10 nT/mm, the single-channel sensor output exhibited a change of 164.97 pT per mm unit increase, while the gradiometer output showed a change of only 0.75 pT/mm within the same range. Upon repositioning the gradiometer vertically (Y direction), perpendicular to the direction of vibration, the single-channel output slope increased to 196.85 pT, whereas the gradiometer output only increased by 1.06 pT/mm for the same range. Our findings highlight the influence of ambient environments on motion artifacts and demonstrate the potential of gradiometers to mitigate these effects. In the future, we plan to record biomagnetic signals both inside and outside the shielded room to compare the efficacy of different gradiometer designs under varying environmental conditions.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Motion Artifact Cancellation in Wearable Photoplethysmography Using Gyroscope
    Lee, H.
    Chung, H.
    Lee, J.
    IEEE SENSORS JOURNAL, 2019, 19 (03) : 1166 - 1175
  • [2] Motion Artifact Reduction Algorithm for Wearable Electrocardiogram Monitoring Systems
    Lee, Shuenn-Yuh
    Su, Po-Han
    Hung, Yi-Wen
    Lee, I-Pei
    Li, Szu-Ju
    Chen, Ju-Yi
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2023, 69 (03) : 533 - 547
  • [3] Motion Artifact Removal Techniques for Wearable EEG and PPG Sensor Systems
    Seok, Dongyeol
    Lee, Sanghyun
    Kim, Minjae
    Cho, Jaeouk
    Kim, Chul
    FRONTIERS IN ELECTRONICS, 2021, 2
  • [4] Two-Pronged Motion Artifact Reduction for Wearable Photoplethysmographic Biosensors
    Jiang, Yuan
    IEEE SENSORS LETTERS, 2018, 2 (04)
  • [5] Investigation of Motion Artifacts for Biopotential Measurement in Wearable Devices
    Li, Xian
    Hui, Huang
    Sun, Ye
    2016 IEEE 13TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN), 2016, : 218 - 223
  • [6] Wearable EMG Measurement Device Using Polyurethane Foam for Motion Artifact Suppression
    Takagi, Takuma
    Tomita, Naoto
    Sato, Suguru
    Yamamoto, Michitaka
    Takamatsu, Seiichi
    Itoh, Toshihiro
    SENSORS, 2024, 24 (10)
  • [7] Development of Wearable ECG Measurement System Using EMD for Motion Artifact Removal
    Jung, Hae-Kyung
    Jeong, Do-Un
    2012 7TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONVERGENCE TECHNOLOGY (ICCCT2012), 2012, : 299 - 304
  • [8] A short study to assess the potential of independent component analysis for motion artifact separation in wearable pulse oximeter signals
    Yao, Jianchu
    Warren, Steve
    2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 3585 - 3588
  • [9] Motion Artifact Removal in Ambulatory ECG Signal for Heart Rate Variability Analysis
    Berwal, Deepak
    Vandana, C. R.
    Dewan, Sourya
    Jiji, C., V
    Baghini, Maryam Shojaei
    IEEE SENSORS JOURNAL, 2019, 19 (24) : 12432 - 12442
  • [10] A NOVEL METHOD FOR MOTION ARTIFACT REMOVAL IN WEARABLE PPG SENSORS BASED ON BLIND SOURCE SEPARATION
    Pflugradt, Maik
    Rose, Marcus
    Orglmeister, Reinhold
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2013, 58