Robust filtering for uncertain systems: a parameter-dependent approach
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham [u.a.]
Springer
2014
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| Series: | Communications and control engineering
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| Subjects: | |
| Online Access: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 9783319059037 |
| DOI: | 10.1007/978-3-319-05903-7 |
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Record in the Search Index
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| adam_text | ROBUST FILTERING FOR UNCERTAIN SYSTEMS
/ GAO, HUIJUN
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
PART I QUADRATIC AND PARAMETER-DEPENDENT FILTER DESIGN
QUADRATIC ROBUST FILTER DESIGN
PARAMETER-DEPENDENT ROBUST FILTER DESIGN
PART II ROBUST FILTERING FOR TIME-DELAY SYSTEMS AND 2-D SYSTEMS
ROBUST FILTERING FOR CONTINUOUS-TIME TIME-DELAY SYSTEMS
ROBUST FILTERING FOR DISCRETE-TIME TIME-DELAY SYSTEMS
ROBUST FILTERING FOR UNCERTAIN 2-D SYSTEMS
PART III NEW PROBLEMS IN ROBUST FILTERING
ROBUST ESTIMATION WITH LIMITED COMMUNICATION CAPACITY
FINITE-FREQUENCY H-INFINITY FILTERING FOR TIME-DELAY SYSTEMS
CONCLUSION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ROBUST FILTERING FOR UNCERTAIN SYSTEMS
/ GAO, HUIJUN
: 2014
ABSTRACT / INHALTSTEXT
THIS MONOGRAPH PROVIDES THE READER WITH A SYSTEMATIC TREATMENT OF ROBUST
FILTER DESIGN, A KEY ISSUE IN SYSTEMS, CONTROL AND SIGNAL PROCESSING,
BECAUSE OF THE FACT THAT THE INEVITABLE PRESENCE OF UNCERTAINTY IN
SYSTEM AND SIGNAL MODELS OFTEN DEGRADES THE FILTERING PERFORMANCE AND
MAY EVEN CAUSE INSTABILITY. THE METHODS DESCRIBED ARE THEREFORE NOT
SUBJECT TO THE RIGOROUS ASSUMPTIONS OF TRADITIONAL KALMAN FILTERING. THE
MONOGRAPH IS CONCERNED WITH ROBUST FILTERING FOR VARIOUS DYNAMICAL
SYSTEMS WITH PARAMETRIC UNCERTAINTIES, AND FOCUSES ON
PARAMETER-DEPENDENT APPROACHES TO FILTER DESIGN. CLASSICAL FILTERING
SCHEMES, LIKE H2 FILTERING AND H FILTERING, ARE ADDRESSED, AND
EMERGING ISSUES SUCH AS ROBUST FILTERING WITH CONSTRAINTS ON
COMMUNICATION CHANNELS AND SIGNAL FREQUENCY CHARACTERISTICS ARE
DISCUSSED.THE TEXT FEATURES: DESIGN APPROACHES TO
ROBUST FILTERS ARRANGED ACCORDING TO VARYING COMPLEXITY LEVEL, AND
EMPHASIZING ROBUST FILTERING IN THE PARAMETER-DEPENDENT FRAMEWORK FOR
THE FIRST TIME; GUIDANCE ON THE USE OF SPECIAL
REALISTIC PHENOMENA OR FACTORS TO DESCRIBE PROBLEMS MORE ACCURATELY AND
TO IMPROVE FILTERING PERFORMANCE; A UNIFIED LINEAR
MATRIX INEQUALITY FORMULATION OF DESIGN APPROACHES FOR EASY AND
EFFECTIVE FILTER DESIGN; DEMONSTRATION OF THE
TECHNIQUES OF MATRIX DECOUPLING TECHNIQUE, THE GENERALIZED
KALMAN‒YAKUBOVICH‒POPOV LEMMA, THE FREE WEIGHTING MATRIX TECHNIQUE,
AND THE DELAY MODELLING APPROACH, IN ROBUST FILTERING;
NUMEROUS EASY-TO-FOLLOW SIMULATION EXAMPLES, GRAPHICAL AND TABULAR
ILLUSTRATIONS TO HELP THE READER UNDERSTAND THE FILTER DESIGN APPROACHES
DEVELOPED; AND AN ACCOUNT OF EMERGING ISSUES ON ROBUST
FILTERING FOR RESEARCH TO INSPIRE FUTURE INVESTIGATION.ROBUST FILTERING
FOR UNCERTAIN SYSTEMS WILL BE OF INTEREST TO ACADEMIC RESEARCHERS
SPECIALIZING IN LINEAR, ROBUST AND OPTIMAL CONTROL AND ESTIMATION AND TO
PRACTITIONERS WORKING IN TRACKING AND NETWORK CONTROL OR SIGNAL
FILTERING, DETECTION AND ESTIMATION. GRADUATE STUDENTS LEARNING CONTROL
AND SYSTEMS THEORY, SIGNAL PROCESSING OR APPLIED MATHEMATICS WILL ALSO
FIND THE BOOK TO BE A VALUABLE RESOURCE. THE COMMUNICATIONS AND
CONTROL ENGINEERING SERIES REPORTS MAJOR TECHNOLOGICAL ADVANCES WHICH
HAVE POTENTIAL FOR GREAT IMPACT IN THE FIELDS OF COMMUNICATION AND
CONTROL. IT REFLECTS RESEARCH IN INDUSTRIAL AND ACADEMIC INSTITUTIONS
AROUND THE WORLD SO THAT THE READERSHIP CAN EXPLOIT NEW POSSIBILITIES AS
THEY BECOME AVAILABLE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| spellingShingle | Gao, Huijun Robust filtering for uncertain systems a parameter-dependent approach Ingenieurwissenschaften Systems theory Engineering |
| title | Robust filtering for uncertain systems a parameter-dependent approach |
| title_auth | Robust filtering for uncertain systems a parameter-dependent approach |
| title_exact_search | Robust filtering for uncertain systems a parameter-dependent approach |
| title_full | Robust filtering for uncertain systems a parameter-dependent approach Huijun Gao ; Xianwei Li |
| title_fullStr | Robust filtering for uncertain systems a parameter-dependent approach Huijun Gao ; Xianwei Li |
| title_full_unstemmed | Robust filtering for uncertain systems a parameter-dependent approach Huijun Gao ; Xianwei Li |
| title_short | Robust filtering for uncertain systems |
| title_sort | robust filtering for uncertain systems a parameter dependent approach |
| title_sub | a parameter-dependent approach |
| topic | Ingenieurwissenschaften Systems theory Engineering |
| topic_facet | Ingenieurwissenschaften Systems theory Engineering |
| url | https://doi.org/10.1007/978-3-319-05903-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027329952&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=027329952&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT gaohuijun robustfilteringforuncertainsystemsaparameterdependentapproach AT lixianwei robustfilteringforuncertainsystemsaparameterdependentapproach |