Title :
Towards the Development of Smart and Reliable Health Assistance Networks Exemplified by an Apnea Detection System
Author :
Bathelt-Tok, Franziska ; Gruhn, Helena ; Glesner, Sabine ; Blankenstein, Oliver
Author_Institution :
Software Eng. for Embedded Syst., Tech. Univ. Berlin, Berlin, Germany
Abstract :
Sudden infant death syndrome is the most frequent cause of death in infancy and the risk is highest for premature babies. Although the elicitors are still unknown, the final mechanism is oxygen undersupply caused by respiratorial irregularities e.g. Apnea. Existing apnea detection systems are neither able to identify and suppress false alarms nor to notify emergency staff automatically. To tackle these and similar problems, we present a two-level approach for developing smart health assistance systems that are intelligent and reliable at the same time. On the device level, we can use our data dependent controller synthesis approach to establish a smart alarm system that is able to detect false alarms and to trigger color-coded alarm notifications automatically. On the communication level, we present an approach for analyzing communication networks to ensure a reliable infrastructure for the routing of emergency messages generated by the controller. We exemplify the application of this two-level approach by reference to a smart apnea detection system based on an intelligent, reliable, and automatic emergency alarm.
Keywords :
Petri nets; accelerometers; biomedical communication; electrocardiography; emergency services; health care; hospitals; intelligent sensors; medical information systems; oximetry; patient monitoring; apnea false alarm detection; apnea false alarm identification; apnea false alarm suppression; apnea-caused oxygen undersupply; automatic alarm-based smart apnea detection system; automatic apnea alarm notification system; automatic emergency staff notification; color-coded apnea alarm notification system; communication network analysis approach; controller-generated emergency message routing; data dependent controller synthesis approach; emergency alarm-alarm based smart apnea detection system; infancy death cause; infancy death risk; infant respiration irregularities; intelligent alarm-based smart apnea detection system; intelligent health assistance network development; premature baby apnea detection; reliable alarm-based smart apnea detection system; reliable emergency message routing infrastructure; reliable health assistance network development; smart apnea alarm system; smart health assistance network development; sudden infant death syndrome; two-level health assistance development approach; Communication networks; Mathematical model; Pediatrics; Petri nets; Reliability; Sensors; Unified modeling language; apnea detection system; data-dependet controller synthesis; reliabe networks; reliable interoperability;
Conference_Titel :
Healthcare Informatics (ICHI), 2014 IEEE International Conference on
DOI :
10.1109/ICHI.2014.39