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Data-Centric Knowledge Discovery Strategy for a Safety-Critical Sensor Application
Joint Authors
Mishra, Nilamadhab
Chang, Hsien-Tsung
Lin, Chung-Chih
Source
International Journal of Antennas and Propagation
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-24
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
In an indoor safety-critical application, sensors and actuators are clustered together to accomplish critical actions within a limited time constraint.
The cluster may be controlled by a dedicated programmed autonomous microcontroller device powered with electricity to perform in-network time critical functions, such as data collection, data processing, and knowledge production.
In a data-centric sensor network, approximately 3–60% of the sensor data are faulty, and the data collected from the sensor environment are highly unstructured and ambiguous.
Therefore, for safety-critical sensor applications, actuators must function intelligently within a hard time frame and have proper knowledge to perform their logical actions.
This paper proposes a knowledge discovery strategy and an exploration algorithm for indoor safety-critical industrial applications.
The application evidence and discussion validate that the proposed strategy and algorithm can be implemented for knowledge discovery within the operational framework.
American Psychological Association (APA)
Mishra, Nilamadhab& Chang, Hsien-Tsung& Lin, Chung-Chih. 2014. Data-Centric Knowledge Discovery Strategy for a Safety-Critical Sensor Application. International Journal of Antennas and Propagation،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1035996
Modern Language Association (MLA)
Mishra, Nilamadhab…[et al.]. Data-Centric Knowledge Discovery Strategy for a Safety-Critical Sensor Application. International Journal of Antennas and Propagation No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-1035996
American Medical Association (AMA)
Mishra, Nilamadhab& Chang, Hsien-Tsung& Lin, Chung-Chih. Data-Centric Knowledge Discovery Strategy for a Safety-Critical Sensor Application. International Journal of Antennas and Propagation. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1035996
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1035996