A General Purpose Adaptive Fault Detection and Diagnosis Scheme for Information Systems with Superheterodyne Receivers
Joint Authors
Liu, Hongmei
Zhou, Bo
Song, Dengwei
Qi, Le
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-04-24
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
A superheterodyne receiver is a type of device universally used in a variety of electronics and information systems.
Fault detection and diagnosis for superheterodyne receivers are therefore of critical importance, especially in noise environments.
A general purpose fault detection and diagnosis scheme based on observers and residual error analysis was proposed in this study.
In the scheme, two generalized regression neural networks (GRNNs) are utilized for fault detection, with one as an observer and the other as an adaptive threshold generator; faults are detected by comparing the residual error and the threshold.
Then, time and frequency domain features are extracted from the residual error for diagnosis.
A probabilistic neural network (PNN) acts as a classifier to realize the fault diagnosis.
Finally, to mimic electromagnetic environments with noise interference, simulation model under different fault conditions with noise interferences is established to test the effectiveness and robustness of the proposed fault detection and diagnosis scheme.
Results of the simulation experiments proved that the presented method is effective and robust in simulated electromagnetic environments.
American Psychological Association (APA)
Song, Dengwei& Liu, Hongmei& Qi, Le& Zhou, Bo. 2018. A General Purpose Adaptive Fault Detection and Diagnosis Scheme for Information Systems with Superheterodyne Receivers. Complexity،Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1134352
Modern Language Association (MLA)
Song, Dengwei…[et al.]. A General Purpose Adaptive Fault Detection and Diagnosis Scheme for Information Systems with Superheterodyne Receivers. Complexity No. 2018 (2018), pp.1-9.
https://search.emarefa.net/detail/BIM-1134352
American Medical Association (AMA)
Song, Dengwei& Liu, Hongmei& Qi, Le& Zhou, Bo. A General Purpose Adaptive Fault Detection and Diagnosis Scheme for Information Systems with Superheterodyne Receivers. Complexity. 2018. Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1134352
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1134352