MRI: Development of a Cloud Based Instrument for Heterogeneous Biomedical Body Sensor Systems
MRI: Development of a Cloud Based Instrument for Heterogeneous Biomedical Body Sensor Systems
批准号:
1626586
负责人:
Ming Li
金额:
$39.99万
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:
2016-10-01 至 2021-09-30
中文摘要
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英文摘要
This project, developing a cloud-based instrument, aims to aggregate data driven from an array of body sensors. The instrument can be used in a wide range of wearable sensor-based medical applications. The proponents investigate research challenges focused on Biomedical Body Sensor Data Acquisition, Transmission, and Analysis. Recent advances in cloud computing and sensor technologies have made feasible to develop a software instrument that is able to integrate all aspects of heterogeneous biomedical body sensor systems, from sensor data preprocessing, transmission, and critical event detection at sensor side, to data reliability evaluation and enhancement, data analysis, sensor control at data aggregator (usually a smart phone or PC), and finally data storage, retrieval, and further extensive analysis at the cloud server. Build jointly with UT-Dallas, the instrument development includes: 1. Android developing; 2. Mobile cloud computing; 3. Cloud infrastructure and set up; 4. Cloud API and Sensor side APUI; 5. Reliability Enhancement, and 6. Event detection. Its major components include: 1. A cloud cluster to support data storage/indexing analysis; 2. APIs for sensor side data preprocessing, critical event detection, and transmission strategies based on open source platform TinyOS; 3. Mobile App development ; and 4. API for sensor data access and analysis algorithms evaluation.
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