Title :
COMPASS: An interoperable Personal Health System to monitor and compress signals in chronic obstructive pulmonary disease
Author :
Thomas Hofer;Michael Schumacher;Stefano Bromuri
Author_Institution :
University of Applied Sciences Western Switzerland, Institute of Business Information Systems, Rue de Technopole 3, Sierre, Switzerland
fDate :
5/1/2015 12:00:00 AM
Abstract :
In the past years the progress on the mobile market has made possible an advancement in terms of telemedicine systems and definition of systems for monitoring chronic illnesses. The distribution of mobile devices in developed countries is increasing. Many of these devices are equipped with wireless standards including Bluetooth and the amount of sold Smartphones is constantly increasing. Our approach is oriented towards this market, using existing devices to enable in-home patient monitoring and even further to ubiquitious monitoring. The idea is to increase the quality of care, reduce costs and gather medical grade data, especially vital signs, with a resolution of minutes or even less, which is nowadays only possible in an ICU (Intensive Care Units). In this paper we will present the COMPASS personal health system (PHS) platform, and how it enables Android devices to collect, analyze and send sensor data to an observation storage by means of interoperability standards. We also present how this data is compressed using compressed sensing techniques and how to optimize these techniques with genetic algorithms. We also produce a preliminary evaluation of the algorithm against the state of the art algorithms for compressed sensing.
Keywords :
"Servers","Interoperability","Authentication","Standards","Monitoring","Mobile handsets"
Conference_Titel :
Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2015 9th International Conference on
Print_ISBN :
978-1-63190-045-7
Electronic_ISBN :
2153-1641
DOI :
10.4108/icst.pervasivehealth.2015.259186