DocumentCode
3198044
Title
Real-Time Monitoring of Mobile Biological Sensor Data-Streams: Architecture and Cost-Model
Author
Goni, Alfredo ; Rodríguez, Jimena ; Burgos, Alfredo ; Illarramendi, Arantza ; Dranca, Lacramioara
Author_Institution
Univ. of the Basque Country, Bilbao
fYear
2008
fDate
27-30 April 2008
Firstpage
97
Lastpage
105
Abstract
In this paper an architecture useful to build systems that monitor data streams generated by biological sensors attached to mobile users is presented. In order to illustrate the suitability and applicability of our proposal, we introduce two particular real systems: an anywhere and at any time monitoring system of heart arrhythmias and a portable and light system that monitor sleep apneas. We also propose a cost model that takes into account three aspects related to the system efficiency: selection of the optimal granularity, that is, the selection of the size of the input data stream package that has to be acquired in order to start a new processing cycle; the possible use of compression techniques to store and send the acquired input data stream and; finally, the performance of a local analysis versus a remote one.
Keywords
biosensors; data mining; medical computing; mobile computing; patient monitoring; real-time systems; database management systems; heart arrhythmias; mobile biological sensor data-streams; real-time monitoring; Biosensors; Data mining; Database languages; Monitoring; Performance analysis; Proposals; Query processing; Real time systems; Sensor phenomena and characterization; Tin;
fLanguage
English
Publisher
ieee
Conference_Titel
Mobile Data Management Workshops, 2008. MDMW 2008. Ninth International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-4484-7
Electronic_ISBN
978-0-7695-3721-4
Type
conf
DOI
10.1109/MDMW.2008.22
Filename
4839089
Link To Document