Sensor networks and data management in healthcare: emerging technologies and new challenges

Pike, Matthew and Mustafa, Nasser M. and 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.

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Abstract

Smart 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.

Item Type: Conference or Workshop Item (Paper)
Additional Information: The paper is under GUPL
Keywords: Monitoring;Wireless sensor networks;Real-time systems;Distributed databases;5G mobile; Communication;Wide area networks;Automobiles
Schools/Departments: University of Nottingham Ningbo China > Faculty of Science and Engineering > School of Computer Science
Identification Number: https://doi.org/10.1109/COMPSAC.2019.00123
Depositing User: QIU, Lulu
Date Deposited: 13 Apr 2020 01:49
Last Modified: 13 Apr 2020 01:49
URI: http://eprints.nottingham.ac.uk/id/eprint/60299

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