Time-Frequency Analysis and Synthesis of Linear Signal Spaces: Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation
Linear signal spaces are of fundamental importance in signal and system theory, communication theory, and modern signal processing. This book proposes a time-frequency analysis of linear signal spaces that is based on two novel time-frequency representations called the 'Wigner distribution of a...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boston, MA
Springer US
1998
|
| Schriftenreihe: | The Kluwer International Series in Engineering and Computer Science
440 |
| Schlagworte: | |
| Online-Zugang: | BTU01 Volltext |
| Zusammenfassung: | Linear signal spaces are of fundamental importance in signal and system theory, communication theory, and modern signal processing. This book proposes a time-frequency analysis of linear signal spaces that is based on two novel time-frequency representations called the 'Wigner distribution of a linear signal space' and the 'ambiguity function of a linear signal space'. Besides being a useful display and analysis tool, the Wigner distribution of a linear signal space allows the design of high-resolution time-frequency filtering methods. This book develops such methods and applies them to the enhancement, decomposition, estimation, and detection of noisy deterministic and stochastic signals. Formulation of the filtering (estimation, detection) methods in the time-frequency plane yields a direct interpretation of the effect of adding or deleting information, changing parameters, etc. In a sense, the prior information and the signal processing tasks are brought to life in the time-frequency plane. The ambiguity function of a linear signal space, on the other hand, is closely related to a novel maximum-likelihood multipulse estimator of the range and Doppler shift of a slowly fluctuating point target - an estimation problem that is important in radar and sonar. Specifically, the ambiguity function of a linear signal space is relevant to the problem of optimally designing a set of radar pulses. The concepts and methods presented are amply illustrated by examples and pictures. Time-Frequency Analysis and Synthesis of Linear Signal Spaces: Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation is an excellent reference and may be used as a text for advanced courses covering the subject |
| Beschreibung: | 1 Online-Ressource (XV, 213 p) |
| ISBN: | 9781475728156 |
| DOI: | 10.1007/978-1-4757-2815-6 |
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Datensatz im Suchindex
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| author | Hlawatsch, Franz |
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| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
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| id | DE-604.BV045187142 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:10:58Z |
| institution | BVB |
| isbn | 9781475728156 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030576320 |
| oclc_num | 1053829403 |
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| owner_facet | DE-634 |
| physical | 1 Online-Ressource (XV, 213 p) |
| psigel | ZDB-2-ENG ZDB-2-ENG_Archiv ZDB-2-ENG ZDB-2-ENG_Archiv |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Springer US |
| record_format | marc |
| series2 | The Kluwer International Series in Engineering and Computer Science |
| spelling | Hlawatsch, Franz Verfasser aut Time-Frequency Analysis and Synthesis of Linear Signal Spaces Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation by Franz Hlawatsch Boston, MA Springer US 1998 1 Online-Ressource (XV, 213 p) txt rdacontent c rdamedia cr rdacarrier The Kluwer International Series in Engineering and Computer Science 440 Linear signal spaces are of fundamental importance in signal and system theory, communication theory, and modern signal processing. This book proposes a time-frequency analysis of linear signal spaces that is based on two novel time-frequency representations called the 'Wigner distribution of a linear signal space' and the 'ambiguity function of a linear signal space'. Besides being a useful display and analysis tool, the Wigner distribution of a linear signal space allows the design of high-resolution time-frequency filtering methods. This book develops such methods and applies them to the enhancement, decomposition, estimation, and detection of noisy deterministic and stochastic signals. Formulation of the filtering (estimation, detection) methods in the time-frequency plane yields a direct interpretation of the effect of adding or deleting information, changing parameters, etc. In a sense, the prior information and the signal processing tasks are brought to life in the time-frequency plane. The ambiguity function of a linear signal space, on the other hand, is closely related to a novel maximum-likelihood multipulse estimator of the range and Doppler shift of a slowly fluctuating point target - an estimation problem that is important in radar and sonar. Specifically, the ambiguity function of a linear signal space is relevant to the problem of optimally designing a set of radar pulses. The concepts and methods presented are amply illustrated by examples and pictures. Time-Frequency Analysis and Synthesis of Linear Signal Spaces: Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation is an excellent reference and may be used as a text for advanced courses covering the subject Engineering Circuits and Systems Signal, Image and Speech Processing Electrical Engineering Electrical engineering Electronic circuits Signalschätzung (DE-588)4390794-5 gnd rswk-swf Filterschaltung (DE-588)4113559-3 gnd rswk-swf Frequenzanalyse (DE-588)4155397-4 gnd rswk-swf Signaldetektion (DE-588)4181266-9 gnd rswk-swf Signalschätzung (DE-588)4390794-5 s 1\p DE-604 Signaldetektion (DE-588)4181266-9 s 2\p DE-604 Frequenzanalyse (DE-588)4155397-4 s 3\p DE-604 Filterschaltung (DE-588)4113559-3 s 4\p DE-604 Erscheint auch als Druck-Ausgabe 9781441950321 https://doi.org/10.1007/978-1-4757-2815-6 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Hlawatsch, Franz Time-Frequency Analysis and Synthesis of Linear Signal Spaces Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation Engineering Circuits and Systems Signal, Image and Speech Processing Electrical Engineering Electrical engineering Electronic circuits Signalschätzung (DE-588)4390794-5 gnd Filterschaltung (DE-588)4113559-3 gnd Frequenzanalyse (DE-588)4155397-4 gnd Signaldetektion (DE-588)4181266-9 gnd |
| subject_GND | (DE-588)4390794-5 (DE-588)4113559-3 (DE-588)4155397-4 (DE-588)4181266-9 |
| title | Time-Frequency Analysis and Synthesis of Linear Signal Spaces Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation |
| title_auth | Time-Frequency Analysis and Synthesis of Linear Signal Spaces Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation |
| title_exact_search | Time-Frequency Analysis and Synthesis of Linear Signal Spaces Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation |
| title_full | Time-Frequency Analysis and Synthesis of Linear Signal Spaces Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation by Franz Hlawatsch |
| title_fullStr | Time-Frequency Analysis and Synthesis of Linear Signal Spaces Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation by Franz Hlawatsch |
| title_full_unstemmed | Time-Frequency Analysis and Synthesis of Linear Signal Spaces Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation by Franz Hlawatsch |
| title_short | Time-Frequency Analysis and Synthesis of Linear Signal Spaces |
| title_sort | time frequency analysis and synthesis of linear signal spaces time frequency filters signal detection and estimation and range doppler estimation |
| title_sub | Time-Frequency Filters, Signal Detection and Estimation, and Range-Doppler Estimation |
| topic | Engineering Circuits and Systems Signal, Image and Speech Processing Electrical Engineering Electrical engineering Electronic circuits Signalschätzung (DE-588)4390794-5 gnd Filterschaltung (DE-588)4113559-3 gnd Frequenzanalyse (DE-588)4155397-4 gnd Signaldetektion (DE-588)4181266-9 gnd |
| topic_facet | Engineering Circuits and Systems Signal, Image and Speech Processing Electrical Engineering Electrical engineering Electronic circuits Signalschätzung Filterschaltung Frequenzanalyse Signaldetektion |
| url | https://doi.org/10.1007/978-1-4757-2815-6 |
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