Event Detection in Aerospace Systems using Centralized Sensor Networks : A Comparative Study of Several Methodologies
- Author:
- Agogino, Alice M.
- Published:
- [2006].
- Physical Description:
- 1 electronic document
- Additional Creators:
- Mehr, Ali Farhang, Sauvageon, Julien, and Tumer, Irem Y.
- Access Online:
- hdl.handle.net
- Restrictions on Access:
- Unclassified, Unlimited, Publicly available.
- Summary:
- Recent advances in micro electromechanical systems technology, digital electronics, and wireless communications have enabled development of low-cost, low-power, multifunctional miniature smart sensors. These sensors can be deployed throughout a region in an aerospace vehicle to build a network for measurement, detection and surveillance applications. Event detection using such centralized sensor networks is often regarded as one of the most promising health management technologies in aerospace applications where timely detection of local anomalies has a great impact on the safety of the mission. In this paper, we propose to conduct a qualitative comparison of several local event detection algorithms for centralized redundant sensor networks. The algorithms are compared with respect to their ability to locate and evaluate an event in the presence of noise and sensor failures for various node geometries and densities.
- Collection:
- NASA Technical Reports Server (NTRS) Collection.
- Note:
- Document ID: 20060021468.
- Terms of Use and Reproduction:
- Copyright, Distribution as joint owner in the copyright.
- Access Online:
- hdl.handle.net
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