Relating Independent Components to Free-Vibration Modal Responses
In recent literature, attempts have been made to apply Independent Component Analysis (ICA) techniques to the modal identification problem. Paramount to this task is establishing a relationship between the source components realized using the suggested ICA technique and modal responses. In this pape...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Wiley
2010-01-01
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| Series: | Shock and Vibration |
| Online Access: | http://dx.doi.org/10.3233/SAV-2010-0504 |
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| _version_ | 1832560008617787392 |
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| author | S.I. McNeill D.C. Zimmerman |
| author_facet | S.I. McNeill D.C. Zimmerman |
| author_sort | S.I. McNeill |
| collection | DOAJ |
| description | In recent literature, attempts have been made to apply Independent Component Analysis (ICA) techniques to the modal identification problem. Paramount to this task is establishing a relationship between the source components realized using the suggested ICA technique and modal responses. In this paper, the relationship between independent components and free-vibration modal responses is discussed. Theoretical arguments are presented for responses of undamped systems and arguments are extended to damped responses. |
| format | Article |
| id | doaj-art-ebb474e14efc48d4ada4d2f0cff75cda |
| institution | Kabale University |
| issn | 1070-9622 1875-9203 |
| language | English |
| publishDate | 2010-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Shock and Vibration |
| spelling | doaj-art-ebb474e14efc48d4ada4d2f0cff75cda2025-02-03T01:28:41ZengWileyShock and Vibration1070-96221875-92032010-01-0117216117010.3233/SAV-2010-0504Relating Independent Components to Free-Vibration Modal ResponsesS.I. McNeill0D.C. Zimmerman1Stress Engineering Services, Inc., 13800 Westfair East Drive, Houston, TX, USADepartment of Mechanical Engineering, University of Houston, 4800 Calhoun Rd., Houston, TX, USAIn recent literature, attempts have been made to apply Independent Component Analysis (ICA) techniques to the modal identification problem. Paramount to this task is establishing a relationship between the source components realized using the suggested ICA technique and modal responses. In this paper, the relationship between independent components and free-vibration modal responses is discussed. Theoretical arguments are presented for responses of undamped systems and arguments are extended to damped responses.http://dx.doi.org/10.3233/SAV-2010-0504 |
| spellingShingle | S.I. McNeill D.C. Zimmerman Relating Independent Components to Free-Vibration Modal Responses Shock and Vibration |
| title | Relating Independent Components to Free-Vibration Modal Responses |
| title_full | Relating Independent Components to Free-Vibration Modal Responses |
| title_fullStr | Relating Independent Components to Free-Vibration Modal Responses |
| title_full_unstemmed | Relating Independent Components to Free-Vibration Modal Responses |
| title_short | Relating Independent Components to Free-Vibration Modal Responses |
| title_sort | relating independent components to free vibration modal responses |
| url | http://dx.doi.org/10.3233/SAV-2010-0504 |
| work_keys_str_mv | AT simcneill relatingindependentcomponentstofreevibrationmodalresponses AT dczimmerman relatingindependentcomponentstofreevibrationmodalresponses |