Sensor networks and data management in healthcare: emerging technologies and new challenges
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 mean...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2019
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| Online Access: | https://eprints.nottingham.ac.uk/60299/ |
| _version_ | 1848799746906390528 |
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| author | Pike, Matthew Mustafa, Nasser M. Towey, Dave Brusic, Vladimir |
| author_facet | Pike, Matthew Mustafa, Nasser M. Towey, Dave Brusic, Vladimir |
| author_sort | Pike, Matthew |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T20:40:34Z |
| format | Conference or Workshop Item |
| id | nottingham-60299 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T20:40:34Z |
| publishDate | 2019 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-602992020-04-13T01:49:43Z https://eprints.nottingham.ac.uk/60299/ Sensor networks and data management in healthcare: emerging technologies and new challenges Pike, Matthew Mustafa, Nasser M. Towey, Dave Brusic, Vladimir 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. 2019-07-09 Conference or Workshop Item PeerReviewed application/pdf en cc_by https://eprints.nottingham.ac.uk/60299/1/2-merged.pdf 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. Monitoring；Wireless sensor networks；Real-time systems；Distributed databases；5G mobile； Communication；Wide area networks；Automobiles http://dx.doi.org/10.1109/COMPSAC.2019.00123 10.1109/COMPSAC.2019.00123 10.1109/COMPSAC.2019.00123 10.1109/COMPSAC.2019.00123 |
| spellingShingle | Monitoring；Wireless sensor networks；Real-time systems；Distributed databases；5G mobile； Communication；Wide area networks；Automobiles Pike, Matthew Mustafa, Nasser M. Towey, Dave Brusic, Vladimir Sensor networks and data management in healthcare: emerging technologies and new challenges |
| title | Sensor networks and data management in healthcare: emerging technologies and new challenges |
| title_full | Sensor networks and data management in healthcare: emerging technologies and new challenges |
| title_fullStr | Sensor networks and data management in healthcare: emerging technologies and new challenges |
| title_full_unstemmed | Sensor networks and data management in healthcare: emerging technologies and new challenges |
| title_short | Sensor networks and data management in healthcare: emerging technologies and new challenges |
| title_sort | sensor networks and data management in healthcare: emerging technologies and new challenges |
| topic | Monitoring；Wireless sensor networks；Real-time systems；Distributed databases；5G mobile； Communication；Wide area networks；Automobiles |
| url | https://eprints.nottingham.ac.uk/60299/ https://eprints.nottingham.ac.uk/60299/ https://eprints.nottingham.ac.uk/60299/ |