Title :
A Fault-aware Sensor Architecture for Cooperative Mobile Applications
Author :
Kaiser, Jörg ; Zug, Sebastian
Author_Institution :
Dept. for Distrib. Syst., Univ. Magdeburg, Magdeburg, Germany
Abstract :
One of the striking characteristics of mobile embedded systems is the interaction with the physical world. Prerequisite for this interaction is the reliable perception of the environment by sensors. Exploiting remote sensors of an instrumented environment and other mobile systems will extend the range and modalities of sensing and, in principle, will contribute to a better environment perception. However, such as distributed sensor system also puts new substantial challenges on the assessment and dynamic use of sensor data. This paper focus on dependability issues and presents a fault abstraction and fault-handling concept, that encapsulates individual sensor faults and encourages multi-level fault detection. Based on an analysis of sensor faults, our approach generates a validation for each sensor measurement. This allows assessing remote sensor data quality in a uniform way and provides the basis for a distributed mobile application in which new sensor sources can be discovered and exploited dynamically.
Keywords :
distributed sensors; fault diagnosis; intelligent sensors; cooperative mobile application; dependability; distributed mobile application; distributed sensor system; environment perception; fault abstraction; fault handling concept; fault-aware sensor architecture; mobile embedded system; mobile system; multilevel fault detection; reliable perception; remote sensor data quality; remote sensors; sensor faults; sensor measurement; striking characteristics; Fault tolerant systems; Indexes; Intelligent sensors; Mobile communication; Redundancy; Robot sensing systems; Distributed application; Fault abstraction; Fault detection; Fault model; Smart sensors;
Conference_Titel :
Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW), 2012 IEEE 26th International
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0974-5
DOI :
10.1109/IPDPSW.2012.190