Title :
On critical point avoidance among mobile terminals in healthcare monitoring applications: Saving lives through reliable communication software
Author :
Chaudhry, J.A. ; Qidwai, U.A.
Author_Institution :
Dept. of Comput. Sci. & Eng., Qatar Univ., Doha, Qatar
Abstract :
The advances in Microelectromechanical systems (MEMS), battery life, low powered communication standards, more capable processing units, and hybrid communication have cemented the use of mobile Wireless Body Area Networks (WBAN) in medical informatics. Although the MEMS were used in medical informatics solutions but they were highly localized, rigged, non-cooperative, and particularly non extendable. The interconnectivity of various network interfaces is the main driving force on the modern technology boom. The morphological features of mobile devices and their use in our daily lives create an opportunity to connect medical informatics systems with the main stream. It promise unobtrusive ambulatory health monitoring for a long period of time and provide real-time updates of the patient´s status to the physician. When integrated with the WBAN, the mobile devices play the role of localized data diffusion, classification, and broadcast center. In this paper, the criticality of this `single point of failure´ is discussed. Often the untapped flow of data to the mobile device can lead to crashing of the network. A computational model is devised in order to pre estimate the device resource availability matrix and data flow management without creating the denial of service. The speed mismatch due to resource binding violation on the part of the hand held device can be reported and capped before the data loss heeds un noticed. The techniques proposed are analyzed and tested on a test bed, specifically designed for monitoring remote patient vitals. The results obtained show marked improvement from the methods proposed in the contemporary systems.
Keywords :
body area networks; computerised monitoring; health care; medical administrative data processing; medical computing; mobile computing; patient monitoring; pattern classification; software reliability; telemedicine; wireless sensor networks; WBAN; battery life; broadcast center; computational model; critical point avoidance; device resource availability matrix; hand held device; healthcare monitoring applications; hybrid communication; localized data diffusion; low powered communication standards; medical informatics solutions; medical informatics systems; microelectromechanical systems; mobile devices; mobile terminals; mobile wireless body area networks; morphological features; network interface interconnectivity; patient status; processing units; reliable communication software; remote patient vital monitoring; resource binding violation; single point of failure; speed mismatch; unobtrusive ambulatory health monitoring; untapped data flow management; Delay; Electrocardiography; Mobile handsets; Monitoring; Servers; Wireless communication; Wireless sensor networks; Android-based systems; ECG; Healthcare Monitoring; Self-Healing networks; WBAN;
Conference_Titel :
Open Systems (ICOS), 2012 IEEE Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4673-1044-4
DOI :
10.1109/ICOS.2012.6417658