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Events-of-interest Capture Using Novel Body-worn Fully-passive Wireless Sensors for S&CC

Events-of-interest Capture Using Novel Body-worn Fully-passive Wireless Sensors for S&CC
使用新型体戴式全无源无线传感器捕获感兴趣的事件
批准号:
1637250
负责人:
Bashir Morshed
金额:
$15.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-08-01 至 2020-01-31

项目摘要

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中文摘要
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英文摘要
Patients with chronic illness require frequent and avoidable hospital visits. This project aims to develop a new class of battery-less, low-cost, disposable, wireless electronic patch sensors to monitor a variety of physiological signals and a custom smartphone app to monitor their health status and to elect to share their anonymized events-of-interest with their community towards a smart and connected community (S&CC). To achieve these aims, the interdisciplinary research team is collaborating with the non-profit McKendree District of the United Methodist Church located in the greater Memphis community to complete this work. This will empower users, permit the community stakeholders to assess population health status, reduce the need for frequent hospital visits, and help identify potential individual and community actions to achieve improvement in health status. The project also involves the training of undergraduate and graduate students in interdisciplinary research activities on emerging technologies, and is expected to impact public and private sector efforts to improve healthcare. A smart and connected community (S&CC) will utilize distributed sensors and embedded computing to seamlessly generate meaningful interpretations that would be of greater benefit to individuals, the community, and society, in general, through improved health and safety, efficient public infrastructure, and better access to needed services. Although rapidly emerging mobile health technology is already tapping into widely used smartphone infrastructure, data collection using smartphone mobile devices is currently limited by few integrated sensors (e.g., Inertial measurement unit (IMU), camera, optical sensors, temperature sensor, and GPS). There are tremendous opportunities to advance the smart and connected communities by incorporating capabilities from external battery-less sensors into this framework to enable data collection and analysis for broader personal and community gain. Towards this goal, this research will (1) deliver a platform of fully-passive wireless electronic patch sensors for physiological data collection and to incorporate multimodal sensor data, (2) develop an open-source framework for meaningful and reliable Events-of-Interest (EoI) detection using a custom smartphone app for self-monitoring and communal sharing, and (3) deploy the sensors in a "Living Lab" for a pilot study to collect and classify these data in real-time to generate EoIs for various health conditions, such as arrhythmia, asthma, and sleep disorder.
期刊论文(18)
专著(0)
科研奖励(0)
会议论文
Improving Accuracy of Inkjet Printed Core Body WRAP Temperature Sensor Using Random Forest Regression Implemented with an Android App
使用 Android 应用程序实现的随机森林回归提高喷墨打印芯体 WRAP 温度传感器的精度
DOI: 10.23919/usnc-ursi-nrsm.2019.8712966
发表时间: 2019
期刊: National Radio Science Meeting
影响因子: --
作者: [Rahman, Md Juber, Morshed, Bashir I.]
通讯作者: Morshed, Bashir I.
Accessing Differential Measures with a Conjugate Coil-Pair for Wireless Resistive Analog Passive (WRAP) ECG Sensors
使用无线电阻模拟无源 (WRAP) ECG 传感器的共轭线圈对访问差分测量
DOI: 10.1109/eit.2018.8500207
发表时间: 2018
期刊: 2018 IEEE International Conference on Electro/Information Technology (EIT
影响因子: --
作者: [Abu-Saude, Mohammad, Morshed, Bashir I.]
通讯作者: Morshed, Bashir I.
DOI: 10.1049/iet-wss.2017.0064
发表时间: 2018-04-01
期刊: IET WIRELESS SENSOR SYSTEMS
影响因子: 1.9
作者: [Consul-Pacareu, Sergi, Morshed, Bashir I.]
通讯作者: Morshed, Bashir I.
The effect of Resonator Configurations on the optimized sensitivity in the Wireless Resistive Analog Passive (WRAP) sensors
谐振器配置对无线电阻模拟无源 (WRAP) 传感器优化灵敏度的影响
DOI: 10.1109/eit.2019.8833894
发表时间: 2019
期刊: 2019 IEEE International Conference on Electro Information Technology (EIT
影响因子: --
作者: [Noroozi, Babak, Morshed, Bashir I.]
通讯作者: Morshed, Bashir I.
16
    CPS: Small: Inkjet Printed Flexible Electronic CPS with Context-aware Events of Interest Detection
    • 批准号:
      2105766
    • 项目类别:
      Standard Grant
    • 资助金额:
      $49.98万
    • 财政年份:
      2020
    • 负责人:
      Bashir Morshed
    • 依托单位:
    CPS: Small: Inkjet Printed Flexible Electronic CPS with Context-aware Events of Interest Detection
    • 批准号:
      1932281
    • 项目类别:
      Standard Grant
    • 资助金额:
      $49.98万
    • 财政年份:
      2020
    • 负责人:
      Bashir Morshed
    • 依托单位:
    海外基金