Statistical signal processing of complex-valued data: the theory of improper and noncircular signals
Complex-valued random signals are embedded in the very fabric of science and engineering, yet the usual assumptions made about their statistical behavior are often a poor representation of the underlying physics. This book deals with improper and noncircular complex signals, which do not conform to...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2010
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 UER01 Volltext |
| Zusammenfassung: | Complex-valued random signals are embedded in the very fabric of science and engineering, yet the usual assumptions made about their statistical behavior are often a poor representation of the underlying physics. This book deals with improper and noncircular complex signals, which do not conform to classical assumptions, and it demonstrates how correct treatment of these signals can have significant payoffs. The book begins with detailed coverage of the fundamental theory and presents a variety of tools and algorithms for dealing with improper and noncircular signals. It provides a comprehensive account of the main applications, covering detection, estimation, and signal analysis of stationary, nonstationary, and cyclostationary processes. Providing a systematic development from the origin of complex signals to their probabilistic description makes the theory accessible to newcomers. This book is ideal for graduate students and researchers working with complex data in a range of research areas from communications to oceanography |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (xix, 309 pages) |
| ISBN: | 9780511815911 |
| DOI: | 10.1017/CBO9780511815911 |
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| 245 | 1 | 0 | |a Statistical signal processing of complex-valued data |b the theory of improper and noncircular signals |c Peter J. Schreier, Louis L. Scharf |
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| 505 | 8 | |a The origins and uses of complex signals -- Introduction to complex random vectors and processes -- Complex random vectors -- Second-order description of complex random vectors -- Correlation analysis -- Estimation -- Performance bounds for parameter estimation -- Detection -- Complex random processes -- Wide-sense stationary processes -- Nonstationary processes -- Cyclostationary processes | |
| 520 | |a Complex-valued random signals are embedded in the very fabric of science and engineering, yet the usual assumptions made about their statistical behavior are often a poor representation of the underlying physics. This book deals with improper and noncircular complex signals, which do not conform to classical assumptions, and it demonstrates how correct treatment of these signals can have significant payoffs. The book begins with detailed coverage of the fundamental theory and presents a variety of tools and algorithms for dealing with improper and noncircular signals. It provides a comprehensive account of the main applications, covering detection, estimation, and signal analysis of stationary, nonstationary, and cyclostationary processes. Providing a systematic development from the origin of complex signals to their probabilistic description makes the theory accessible to newcomers. This book is ideal for graduate students and researchers working with complex data in a range of research areas from communications to oceanography | ||
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Datensatz im Suchindex
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| author | Schreier, Peter J. |
| author_facet | Schreier, Peter J. |
| author_role | aut |
| author_sort | Schreier, Peter J. |
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| building | Verbundindex |
| bvnumber | BV043942940 |
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| contents | The origins and uses of complex signals -- Introduction to complex random vectors and processes -- Complex random vectors -- Second-order description of complex random vectors -- Correlation analysis -- Estimation -- Performance bounds for parameter estimation -- Detection -- Complex random processes -- Wide-sense stationary processes -- Nonstationary processes -- Cyclostationary processes |
| ctrlnum | (ZDB-20-CBO)CR9780511815911 (OCoLC)992827183 (DE-599)BVBBV043942940 |
| dewey-full | 621.3822 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.3822 |
| dewey-search | 621.3822 |
| dewey-sort | 3621.3822 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1017/CBO9780511815911 |
| format | Electronic eBook |
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| institution | BVB |
| isbn | 9780511815911 |
| language | English |
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| spelling | Schreier, Peter J. Verfasser aut Statistical signal processing of complex-valued data the theory of improper and noncircular signals Peter J. Schreier, Louis L. Scharf Cambridge Cambridge University Press 2010 1 online resource (xix, 309 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) The origins and uses of complex signals -- Introduction to complex random vectors and processes -- Complex random vectors -- Second-order description of complex random vectors -- Correlation analysis -- Estimation -- Performance bounds for parameter estimation -- Detection -- Complex random processes -- Wide-sense stationary processes -- Nonstationary processes -- Cyclostationary processes Complex-valued random signals are embedded in the very fabric of science and engineering, yet the usual assumptions made about their statistical behavior are often a poor representation of the underlying physics. This book deals with improper and noncircular complex signals, which do not conform to classical assumptions, and it demonstrates how correct treatment of these signals can have significant payoffs. The book begins with detailed coverage of the fundamental theory and presents a variety of tools and algorithms for dealing with improper and noncircular signals. It provides a comprehensive account of the main applications, covering detection, estimation, and signal analysis of stationary, nonstationary, and cyclostationary processes. Providing a systematic development from the origin of complex signals to their probabilistic description makes the theory accessible to newcomers. This book is ideal for graduate students and researchers working with complex data in a range of research areas from communications to oceanography Signal processing / Statistical methods Statistische Analyse (DE-588)4116599-8 gnd rswk-swf Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf Signalverarbeitung (DE-588)4054947-1 s Statistische Analyse (DE-588)4116599-8 s 1\p DE-604 Scharf, Louis L. Sonstige oth Erscheint auch als Druck-Ausgabe, Hardcover 978-0-521-89772-3 https://doi.org/10.1017/CBO9780511815911 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Schreier, Peter J. Statistical signal processing of complex-valued data the theory of improper and noncircular signals The origins and uses of complex signals -- Introduction to complex random vectors and processes -- Complex random vectors -- Second-order description of complex random vectors -- Correlation analysis -- Estimation -- Performance bounds for parameter estimation -- Detection -- Complex random processes -- Wide-sense stationary processes -- Nonstationary processes -- Cyclostationary processes Signal processing / Statistical methods Statistische Analyse (DE-588)4116599-8 gnd Signalverarbeitung (DE-588)4054947-1 gnd |
| subject_GND | (DE-588)4116599-8 (DE-588)4054947-1 |
| title | Statistical signal processing of complex-valued data the theory of improper and noncircular signals |
| title_auth | Statistical signal processing of complex-valued data the theory of improper and noncircular signals |
| title_exact_search | Statistical signal processing of complex-valued data the theory of improper and noncircular signals |
| title_full | Statistical signal processing of complex-valued data the theory of improper and noncircular signals Peter J. Schreier, Louis L. Scharf |
| title_fullStr | Statistical signal processing of complex-valued data the theory of improper and noncircular signals Peter J. Schreier, Louis L. Scharf |
| title_full_unstemmed | Statistical signal processing of complex-valued data the theory of improper and noncircular signals Peter J. Schreier, Louis L. Scharf |
| title_short | Statistical signal processing of complex-valued data |
| title_sort | statistical signal processing of complex valued data the theory of improper and noncircular signals |
| title_sub | the theory of improper and noncircular signals |
| topic | Signal processing / Statistical methods Statistische Analyse (DE-588)4116599-8 gnd Signalverarbeitung (DE-588)4054947-1 gnd |
| topic_facet | Signal processing / Statistical methods Statistische Analyse Signalverarbeitung |
| url | https://doi.org/10.1017/CBO9780511815911 |
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