Minimum Error Entropy Filter for Fault Detection of Networked Control Systems
In this paper, fault detection of networked control systems with random delays, packet dropout and noises is studied. The filter is designed using a minimum error entropy criterion. The residual generated by the filter is then evaluated to detect faults in networked control systems. An illustrative...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2012-03-01
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| Series: | Entropy |
| Subjects: | |
| Online Access: | http://www.mdpi.com/1099-4300/14/3/505/ |
| _version_ | 1828347283168559104 |
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| author | Guolian Hou Mifeng Ren Lilong Du Jianhua Zhang |
| author_facet | Guolian Hou Mifeng Ren Lilong Du Jianhua Zhang |
| author_sort | Guolian Hou |
| collection | DOAJ |
| description | In this paper, fault detection of networked control systems with random delays, packet dropout and noises is studied. The filter is designed using a minimum error entropy criterion. The residual generated by the filter is then evaluated to detect faults in networked control systems. An illustrative networked control system is used to verify the effectiveness of the proposed approach. |
| first_indexed | 2024-04-14T00:37:54Z |
| format | Article |
| id | doaj.art-9ab4ebb86b744e9d919799ea9171336b |
| institution | Directory Open Access Journal |
| issn | 1099-4300 |
| language | English |
| last_indexed | 2024-04-14T00:37:54Z |
| publishDate | 2012-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Entropy |
| spelling | doaj.art-9ab4ebb86b744e9d919799ea9171336b2022-12-22T02:22:17ZengMDPI AGEntropy1099-43002012-03-0114350551610.3390/e14030505Minimum Error Entropy Filter for Fault Detection of Networked Control SystemsGuolian HouMifeng RenLilong DuJianhua ZhangIn this paper, fault detection of networked control systems with random delays, packet dropout and noises is studied. The filter is designed using a minimum error entropy criterion. The residual generated by the filter is then evaluated to detect faults in networked control systems. An illustrative networked control system is used to verify the effectiveness of the proposed approach.http://www.mdpi.com/1099-4300/14/3/505/networked control systemsfault detectionminimum error entropy |
| spellingShingle | Guolian Hou Mifeng Ren Lilong Du Jianhua Zhang Minimum Error Entropy Filter for Fault Detection of Networked Control Systems Entropy networked control systems fault detection minimum error entropy |
| title | Minimum Error Entropy Filter for Fault Detection of Networked Control Systems |
| title_full | Minimum Error Entropy Filter for Fault Detection of Networked Control Systems |
| title_fullStr | Minimum Error Entropy Filter for Fault Detection of Networked Control Systems |
| title_full_unstemmed | Minimum Error Entropy Filter for Fault Detection of Networked Control Systems |
| title_short | Minimum Error Entropy Filter for Fault Detection of Networked Control Systems |
| title_sort | minimum error entropy filter for fault detection of networked control systems |
| topic | networked control systems fault detection minimum error entropy |
| url | http://www.mdpi.com/1099-4300/14/3/505/ |
| work_keys_str_mv | AT guolianhou minimumerrorentropyfilterforfaultdetectionofnetworkedcontrolsystems AT mifengren minimumerrorentropyfilterforfaultdetectionofnetworkedcontrolsystems AT lilongdu minimumerrorentropyfilterforfaultdetectionofnetworkedcontrolsystems AT jianhuazhang minimumerrorentropyfilterforfaultdetectionofnetworkedcontrolsystems |