Sensor networks and data management in healthcare: emerging technologies and new challengesTools Pike, Matthew, Mustafa, Nasser M., Towey, Dave and Brusic, Vladimir (2019) Sensor networks and data management in healthcare: emerging technologies and new challenges. In: 43rd IEEE Annual Computer Software and Applications Conference, COMPSAC 2019, 15 July 2019 through 19 July 2019, Milwaukee; United States.
Official URL: http://dx.doi.org/10.1109/COMPSAC.2019.00123
AbstractSmart pervasive sensor networks are becoming an important part of our daily lives. Low-power, high-availability and high-throughput 5G mobile networks provide the necessary communication means for highly pervasive sensor networks, introducing a technological disruption to health monitoring. The meaningful use of large concurrent sensor networks in healthcare requires multi-level health knowledge integration with sensor data streams. In this paper, we highlight some software engineering and data-processing issues that can be addressed by metamorphic testing. The proposed solution combines data streaming with filtering and cross-calibration, use of medical knowledge for system operation and data interpretation, and IoT-based calibration using certified linked diagnostic devices. © 2019 IEEE.
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