Understanding and Mitigating Triboelectric Artifacts in Wearable Electronics by Synergic Approaches
Understanding and Mitigating Triboelectric Artifacts in Wearable Electronics by Synergic Approaches
批准号:
2219375
负责人:
Ye Sun
金额:
$33.05万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-10-01 至 2022-10-31
中文摘要
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英文摘要
Electrophysiological measurement is a well-accepted tool and standard for health monitoring and well-being management. A great number of electrophysiological measurement devices have been developed including clinical equipment, research products, and consumer electronics. However, until now, it is still challenging to secure long-term stable and accurate signal acquisition, especially in wearable condition, not only for medical application in hospital settings, but also for daily well-being management. Motion-induced artifacts widely exist in electrophysiological recording regardless of electrodes (wet, dry, or noncontact). These artifacts are one of the major impediments against the acceptance of wearable devices and capacitive electrodes in clinical diagnosis. This project is to provide new strategies to mitigate motion-induced artifacts in wearable electronics and design accurate wearable electronics for daily monitoring and disease diagnosis. The PIs will disseminate the research products to both students and the research community. New course materials will be developed for undergraduate and graduate education. Undergraduate and graduate students involved in the research program will obtain diverse knowledge in hardware design and data analytics. For K-12 students, the PIs will provide an integrated research and educational experience through the programs of Engineering Exploration Day for Girls and the Summer Youth Program at Michigan Technological University. A research demo and hands-on experience for triboelectric generation in textile materials will be developed and provided to K-12 students.The research goal of this proposal is to understand the fundamental mechanism of triboelectric artifacts in wearable devices and provide synergistic solutions to mitigating the artifacts. Three approaches are proposed to achieve the goal: 1) understanding the mechanism of triboelectric charge generation in wearable condition by physical modeling and experimental validation; 2) guided by the understanding, developing tribomaterial-based sensors to manipulate triboelectric charges for artifact removal; 3) leveraging the proposed new tribomaterial-based sensors and statistical data analytics for true electrophysiological signal estimation. If successful, the synergic knowledge produced by the project will not only help improve the traditional bioinstrumentation in the medical society, but also benefit industrial community of consumer wearable electronics.
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ECG Signal Compression for Low-power Sensor Nodes Using Sparse Frequency Spectrum Features
使用稀疏频谱特性的低功耗传感器节点的 ECG 信号压缩
DOI:
10.1109/biocas.2018.8584840
发表时间:
2018
期刊:
2018 IEEE Biomedical Circuits and Systems Conference (BioCAS
影响因子:
--
作者:
[Huang, Hui, Hu, Shiyan, Sun, Ye]
通讯作者:
Sun, Ye
DOI:
10.1109/jiot.2018.2817841
发表时间:
2018-12-01
期刊:
IEEE INTERNET OF THINGS JOURNAL
影响因子:
10.6
作者:
[Huang, Hui, Li, Xian, Sun, Ye]
通讯作者:
Sun, Ye
ASRE: Adaptive Spatial Resolution Wearable EEG
ASRE:自适应空间分辨率可穿戴脑电图
DOI:
10.1109/sensors47087.2021.9639244
发表时间:
2021
期刊:
IEEE Sensors Conference
影响因子:
--
作者:
[Yang, Yongchao, Sun, Ye]
通讯作者:
Sun, Ye
DOI:
10.1145/3341559
发表时间:
2019-08
期刊:
ACM Transactions on Cyber-Physical Systems
影响因子:
2.3
作者:
[Hui Huang;Shiyan Hu;Ye Sun]
通讯作者:
Hui Huang;Shiyan Hu;Ye Sun
DOI:
10.1109/tpel.2019.2934676
发表时间:
2020-04-01
期刊:
IEEE TRANSACTIONS ON POWER ELECTRONICS
影响因子:
6.7
作者:
[Li, Xian, Sun, Ye]
通讯作者:
Sun, Ye
共 6 条
BRITE Synergy: Programmable Wearable Textile Robotics for Ubiquitous Assistance
-
批准号:2135620
-
项目类别:Standard Grant
-
资助金额:$36.48万
-
财政年份:2022
-
负责人:Ye Sun
-
依托单位:
CAREER: System-on-Cloth: A Cloud Manufacturing Framework for Embroidered Wearable Electronics
-
批准号:2222110
-
项目类别:Continuing Grant
-
资助金额:$50.0万
-
财政年份:2021
-
负责人:Ye Sun
-
依托单位:
CAREER: System-on-Cloth: A Cloud Manufacturing Framework for Embroidered Wearable Electronics
-
批准号:1751454
-
项目类别:Continuing Grant
-
资助金额:$50.0万
-
财政年份:2018
-
负责人:Ye Sun
-
依托单位:
Understanding and Mitigating Triboelectric Artifacts in Wearable Electronics by Synergic Approaches
-
批准号:1710862
-
项目类别:Standard Grant
-
资助金额:$33.05万
-
财政年份:2017
-
负责人:Ye Sun
-
依托单位:
海外基金