Title :
Complex window query support for monitoring streaming data in wireless body area networks
Author :
Lee, Minsoo ; Han, Xiaoyue
Author_Institution :
Dept. of Comput. Sci. & Eng., Ewha Womans Univ., Seoul, South Korea
fDate :
11/1/2011 12:00:00 AM
Abstract :
Wireless Body Area Networks (WBAN) combined with various body sensors and personal electronic devices are emerging as a new platform for medical applications. This paper proposes a real-time monitoring system with complex window query support for enabling advanced monitoring on streaming data that is produced by the body sensors and transmitted through the WBAN. The main techniques developed are the caching for multi-source data stream support, complex range expression processing with interval skip lists, and historic data processing for sliding window condition monitoring support. The condition monitoring query language and efficient processing mechanisms to support the complex monitoring are presented. Experimental results show that the proposed approach provides a wider spectrum of monitoring functions as well as enhancing the scalability and efficiency of the monitoring.
Keywords :
body area networks; body sensor networks; media streaming; query languages; real-time systems; telecommunication computing; body sensors; complex range expression processing; complex window query support; historic data processing; interval skip lists; medical applications; multisource data stream support; personal electronic devices; query language; real-time monitoring system; sliding window condition monitoring support; streaming data monitoring; wireless body area networks; Biomedical monitoring; Body area networks; Monitoring; Real time systems; Sensors; Wireless communication; Wireless sensor networks; Body Sensor.; Monitor; WBAN; Window;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2011.6131145