Nonlinear Mode Decomposition: Theory and Applications
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Electronic eBook |
| Language: | English |
| Published: |
Cham [u.a.]
Springer International Publishing
2015
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| Series: | Springer Theses, Recognizing Outstanding Ph.D. Research
|
| Subjects: | |
| Online Access: | TUM01 UBT01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource (XXIII, 135 p. 33 illus., 13 illus. in color) |
| ISBN: | 9783319200163 |
| ISSN: | 2190-5053 |
| DOI: | 10.1007/978-3-319-20016-3 |
Staff View
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Record in the Search Index
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| adam_text | NONLINEAR MODE DECOMPOSITION
/ IATSENKO, DMYTRO
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION.-LINEAR TIME-FREQUENCY ANALYSIS.-EXTRACTION OF
COMPONENTS FROM THE TFR
NONLINEAR MODE DECOMPOSITION
EXAMPLES, APPLICATIONS AND RELATED ISSUES.-CONCLUSION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
NONLINEAR MODE DECOMPOSITION
/ IATSENKO, DMYTRO
: 2015
ABSTRACT / INHALTSTEXT
THIS WORKINTRODUCES A NEW METHOD FOR ANALYSING MEASURED SIGNALS:
NONLINEAR MODE DECOMPOSITION, OR NMD. IT JUSTIFIES NMD MATHEMATICALLY,
DEMONSTRATES IT IN SEVERAL APPLICATIONS, AND EXPLAINS IN DETAIL HOW TO
USE IT IN PRACTICE. SCIENTISTS OFTEN NEED TO BE ABLE TO ANALYSE TIME
SERIES DATA THAT INCLUDE A COMPLEX COMBINATION OF OSCILLATORY MODES OF
DIFFERING ORIGIN, USUALLY CONTAMINATED BY RANDOM FLUCTUATIONS OR NOISE.
FURTHERMORE, THE BASIC OSCILLATION FREQUENCIES OF THE MODES MAY VARY IN
TIME; FOR EXAMPLE, HUMAN BLOOD FLOW MANIFESTS AT LEAST SIX
CHARACTERISTIC FREQUENCIES, ALL OF WHICH WANDER IN TIME. NMD ALLOWS US
TO SEPARATE THESE COMPONENTS FROM EACH OTHER AND FROM THE NOISE, WITH
IMMEDIATE POTENTIAL APPLICATIONS IN DIAGNOSIS AND PROGNOSIS. MATLAB
CODES FOR RAPID IMPLEMENTATION ARE AVAILABLE FROM THE AUTHOR. NMD WILL
MOST LIKELY COME TO BE USED IN A BROAD RANGE OF APPLICATIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| dewey-full | 530.1 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
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| discipline | Physik |
| doi_str_mv | 10.1007/978-3-319-20016-3 |
| format | Thesis Electronic eBook |
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| series2 | Springer Theses, Recognizing Outstanding Ph.D. Research |
| spelling | Iatsenko, Dmytro Verfasser aut Nonlinear Mode Decomposition Theory and Applications Dmytro Iatsenko Cham [u.a.] Springer International Publishing 2015 1 Online-Ressource (XXIII, 135 p. 33 illus., 13 illus. in color) txt rdacontent c rdamedia cr rdacarrier Springer Theses, Recognizing Outstanding Ph.D. Research 2190-5053 Zugl.: Lancaster, Univ., Diss. Physics Differentiable dynamical systems Computer software Numerical and Computational Physics Dynamical Systems and Ergodic Theory Signal, Image and Speech Processing Mathematical Software Statistical Physics, Dynamical Systems and Complexity (DE-588)4113937-9 Hochschulschrift gnd-content Erscheint auch als Druckausgabe 978-3-319-20015-6 https://doi.org/10.1007/978-3-319-20016-3 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101642&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101642&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Iatsenko, Dmytro Nonlinear Mode Decomposition Theory and Applications Physics Differentiable dynamical systems Computer software Numerical and Computational Physics Dynamical Systems and Ergodic Theory Signal, Image and Speech Processing Mathematical Software Statistical Physics, Dynamical Systems and Complexity |
| subject_GND | (DE-588)4113937-9 |
| title | Nonlinear Mode Decomposition Theory and Applications |
| title_auth | Nonlinear Mode Decomposition Theory and Applications |
| title_exact_search | Nonlinear Mode Decomposition Theory and Applications |
| title_full | Nonlinear Mode Decomposition Theory and Applications Dmytro Iatsenko |
| title_fullStr | Nonlinear Mode Decomposition Theory and Applications Dmytro Iatsenko |
| title_full_unstemmed | Nonlinear Mode Decomposition Theory and Applications Dmytro Iatsenko |
| title_short | Nonlinear Mode Decomposition |
| title_sort | nonlinear mode decomposition theory and applications |
| title_sub | Theory and Applications |
| topic | Physics Differentiable dynamical systems Computer software Numerical and Computational Physics Dynamical Systems and Ergodic Theory Signal, Image and Speech Processing Mathematical Software Statistical Physics, Dynamical Systems and Complexity |
| topic_facet | Physics Differentiable dynamical systems Computer software Numerical and Computational Physics Dynamical Systems and Ergodic Theory Signal, Image and Speech Processing Mathematical Software Statistical Physics, Dynamical Systems and Complexity Hochschulschrift |
| url | https://doi.org/10.1007/978-3-319-20016-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101642&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101642&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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