Dynamic data-driven learning for self-healing avionics

In sensor-based systems, spatio-temporal data streams are often related in non-trivial ways. For example in avionics, while the airspeed that an aircraft attains in cruise phase depends on the weight it carries, it also depends on many other factors such as engine inputs, angle of attack, and air de...

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Bibliographic Details
Published in:	Cluster computing Vol. 22; no. Suppl 1; pp. 2187 - 2210
Main Authors:	Imai, Shigeru, Chen, Sida, Zhu, Wennan, Varela, Carlos A.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.01.2019 Springer Nature B.V
Subjects:	Aircraft Airspeed Algorithms Angle of attack Avionics Case studies Classifiers Computer Communication Networks Computer Science Data transmission Declarative programming Distance learning Error detection Failure modes Machine learning Operating Systems Outliers (statistics) Processor Architectures Programming languages Sensors Signatures Software Spatiotemporal data Subject specialists Spatio-temporal data Declarative programming Linear regression Bayesian statistics Data streaming
ISSN:	1386-7857, 1573-7543
Online Access:	Get full text
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