Title :
ContextProvider: Context awareness for medical monitoring applications
Author :
Mitchell, Michael ; Meyers, Christopher ; Wang, An-I Andy ; Tyson, Gary
Author_Institution :
Florida State Univ., Tallahassee, FL, USA
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
Smartphones are sensor-rich and Internet-enabled. With their on-board sensors, web services, social media, and external biosensors, smartphones can provide contextual information about the device, user, and environment, thereby enabling the creation of rich, biologically driven applications. We introduce ContextProvider, a framework that offers a unified, query-able interface to contextual data on the device. Unlike other context-based frameworks, ContextProvider offers interactive user feedback, self-adaptive sensor polling, and minimal reliance on third-party infrastructure. ContextProvider also allows for rapid development of new context and bio-aware applications. Evaluation of ContextProvider shows the incorporation of an additional monitoring sensor into the framework with fewer than 100 lines of Java code. With adaptive sensor monitoring, power consumption per sensor can be reduced down to 1% overhead. Finally, through the use of context, accuracy of data interpretation can be improved by up to 80%.
Keywords :
medical computing; mobile computing; patient monitoring; sensors; ContextProvider; Java code; Web services; bioaware application; context awareness; contextual data; data interpretation; interactive user feedback; medical monitoring application; monitoring sensor; power consumption; query-able interface; self-adaptive sensor polling; smartphones; Context; Global Positioning System; Monitoring; Smart phones; Temperature measurement; Temperature sensors; Cellular Phone; Diagnosis, Computer-Assisted; Health Records, Personal; Information Storage and Retrieval; Internet; Monitoring, Ambulatory; Telemedicine;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091297