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A collaborative computing framework of cloud network and WBSN applied to fall detection and 3-D motion reconstruction
IEEE Journal of Biomedical and Health Informatics
|March 11, 2014
Summary
This study introduces a cloud and wireless body sensor network framework for faster fall detection and 3-D motion reconstruction. The co-processing system optimizes data handling, reducing time and costs in ubiquitous healthcare.
Area of Science:
- Ubiquitous Healthcare
- Cloud Computing
- Wireless Body Sensor Networks (WBSN)
Background:
- Developing cloud computing and WBSN technologies enable instant and effective ubiquitous healthcare services.
- Current systems face challenges in processing time and cost for accident prevention and data management.
- Fall detection and 3-D motion reconstruction are key applications in remote patient monitoring.
Purpose of the Study:
- To propose an integrated co-processing intermediary framework combining cloud computing and WBSN.
- To enhance the efficiency of fall detection and 3-D motion reconstruction services.
- To optimize distributed computing and resource allocation for sensing data processing.
Main Methods:
- Development of a co-processing intermediary framework integrating cloud and WBSN.
- Focus on distributed computing and resource allocation strategies for sensing data.
- Evaluation of network conditions and overall system performance.
Main Results:
- Significant reduction in transmission and computing time for sensing data.
- Enhanced overall performance for fall event detection services.
- Improved accuracy and efficiency in 3-D motion reconstruction.
Conclusions:
- The proposed framework effectively reduces processing time and costs in ubiquitous healthcare.
- Integration of cloud and WBSN is crucial for advanced healthcare monitoring applications.
- Optimized resource allocation and distributed computing enhance system performance.
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