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Automatic modulation classification : principles, algorithms, and applications / / Zhechen Zhu and Asoke K. Nand
| Automatic modulation classification : principles, algorithms, and applications / / Zhechen Zhu and Asoke K. Nand |
| Autore | Zhu Zhechen |
| Pubbl/distr/stampa | Chichester, England : , : Wiley, , 2015 |
| Descrizione fisica | 1 online resource (194 p.) |
| Disciplina | 621.3815/36 |
| Soggetto topico | Modulation (Electronics) |
| ISBN |
1-118-90650-0
1-118-90652-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Title Page; Copyright Page; Contents; About the Authors; Preface; List of Abbreviations; List of Symbols; Chapter 1 Introduction; 1.1 Background; 1.2 Applications ofAMC; 1.2.1 Military Applications; 1.2.2 Civilian Applications; 1.3 Field Overview and Book Scope; 1.4 Modulation and Communication System Basics; 1.4.1 Analogue Systems and Modulations; 1.4.2 Digital Systems and Modulations; 1.4.3 Received Signal with Channel Effects; 1.5 Conclusion; References; Chapter 2 Signal Models for Modulation Classification; 2.1 Introduction; 2.2 Signal Model inAWGNChannel
2.2.1 Signal Distribution of I-Q Segments2.2.2 Signal Distribution of Signal Phase; 2.2.3 Signal Distribution of Signal Magnitude; 2.3 Signal Models in Fading Channel; 2.4 Signal Models in Non-Gaussian Channel; 2.4.1 Middleton ́s Class A Model; 2.4.2 Symmetric Alpha Stable Model; 2.4.3 Gaussian Mixture Model; 2.5 Conclusion; References; Chapter 3 Likelihood-based Classifiers; 3.1 Introduction; 3.2 Maximum Likelihood Classifiers; 3.2.1 Likelihood Function inAWGNChannels; 3.2.2 Likelihood Function in Fading Channels; 3.2.3 Likelihood Function in Non-Gaussian Noise Channels 3.2.4 Maximum Likelihood Classification Decision Making3.3 Likelihood Ratio Test for Unknown Channel Parameters; 3.3.1 Average Likelihood Ratio Test; 3.3.2 Generalized Likelihood Ratio Test; 3.3.3 Hybrid Likelihood Ratio Test; 3.4 Complexity Reduction; 3.4.1 Discrete Likelihood Ratio Test and Lookup Table; 3.4.2 Minimum Distance Likelihood Function; 3.4.3 Non-Parametric Likelihood Function; 3.5 Conclusion; References; Chapter 4 Distribution Test-based Classifier; 4.1 Introduction; 4.2 Kolmogorov-Smirnov Test Classifier; 4.2.1 The KS Test for Goodness of Fit 4.2.2 One-sample KS Test Classifier4.2.3 Two-sample KS Test Classifier; 4.2.4 Phase Difference Classifier; 4.3 Cramer-Von Mises Test Classifier; 4.4 Anderson-Darling Test Classifier; 4.5 Optimized Distribution Sampling Test Classifier; 4.5.1 Sampling Location Optimization; 4.5.2 Distribution Sampling; 4.5.3 Classification Decision Metrics; 4.5.4 Modulation Classification Decision Making; 4.6 Conclusion; References; Chapter 5 Modulation Classification Features; 5.1 Introduction; 5.2 Signal Spectral-based Features; 5.2.1 Signal Spectral-based Features; 5.2.2 Spectral-based Features Specialities 5.2.3 Spectral-based Features Decision Making5.2.4 Decision Threshold Optimization; 5.3 Wavelet Transform-based Features; 5.4 High-order Statistics-based Features; 5.4.1 High-order Moment-based Features; 5.4.2 High-order Cumulant-based Features; 5.5 Cyclostationary Analysis-based Features; 5.6 Conclusion; References; Chapter 6 Machine Learning for Modulation Classification; 6.1 Introduction; 6.2 K-Nearest Neighbour Classifier; 6.2.1 Reference Feature Space; 6.2.2 Distance Definition; 6.2.3 K-Nearest Neighbour Decision; 6.3 Support Vector Machine Classifier 6.4 Logistic Regression for Feature Combination |
| Record Nr. | UNINA-9910132305003321 |
Zhu Zhechen
|
||
| Chichester, England : , : Wiley, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Automatic modulation classification : principles, algorithms, and applications / / Zhechen Zhu and Asoke K. Nand
| Automatic modulation classification : principles, algorithms, and applications / / Zhechen Zhu and Asoke K. Nand |
| Autore | Zhu Zhechen |
| Pubbl/distr/stampa | Chichester, England : , : Wiley, , 2015 |
| Descrizione fisica | 1 online resource (194 p.) |
| Disciplina | 621.3815/36 |
| Soggetto topico | Modulation (Electronics) |
| ISBN |
1-118-90650-0
1-118-90652-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Title Page; Copyright Page; Contents; About the Authors; Preface; List of Abbreviations; List of Symbols; Chapter 1 Introduction; 1.1 Background; 1.2 Applications ofAMC; 1.2.1 Military Applications; 1.2.2 Civilian Applications; 1.3 Field Overview and Book Scope; 1.4 Modulation and Communication System Basics; 1.4.1 Analogue Systems and Modulations; 1.4.2 Digital Systems and Modulations; 1.4.3 Received Signal with Channel Effects; 1.5 Conclusion; References; Chapter 2 Signal Models for Modulation Classification; 2.1 Introduction; 2.2 Signal Model inAWGNChannel
2.2.1 Signal Distribution of I-Q Segments2.2.2 Signal Distribution of Signal Phase; 2.2.3 Signal Distribution of Signal Magnitude; 2.3 Signal Models in Fading Channel; 2.4 Signal Models in Non-Gaussian Channel; 2.4.1 Middleton ́s Class A Model; 2.4.2 Symmetric Alpha Stable Model; 2.4.3 Gaussian Mixture Model; 2.5 Conclusion; References; Chapter 3 Likelihood-based Classifiers; 3.1 Introduction; 3.2 Maximum Likelihood Classifiers; 3.2.1 Likelihood Function inAWGNChannels; 3.2.2 Likelihood Function in Fading Channels; 3.2.3 Likelihood Function in Non-Gaussian Noise Channels 3.2.4 Maximum Likelihood Classification Decision Making3.3 Likelihood Ratio Test for Unknown Channel Parameters; 3.3.1 Average Likelihood Ratio Test; 3.3.2 Generalized Likelihood Ratio Test; 3.3.3 Hybrid Likelihood Ratio Test; 3.4 Complexity Reduction; 3.4.1 Discrete Likelihood Ratio Test and Lookup Table; 3.4.2 Minimum Distance Likelihood Function; 3.4.3 Non-Parametric Likelihood Function; 3.5 Conclusion; References; Chapter 4 Distribution Test-based Classifier; 4.1 Introduction; 4.2 Kolmogorov-Smirnov Test Classifier; 4.2.1 The KS Test for Goodness of Fit 4.2.2 One-sample KS Test Classifier4.2.3 Two-sample KS Test Classifier; 4.2.4 Phase Difference Classifier; 4.3 Cramer-Von Mises Test Classifier; 4.4 Anderson-Darling Test Classifier; 4.5 Optimized Distribution Sampling Test Classifier; 4.5.1 Sampling Location Optimization; 4.5.2 Distribution Sampling; 4.5.3 Classification Decision Metrics; 4.5.4 Modulation Classification Decision Making; 4.6 Conclusion; References; Chapter 5 Modulation Classification Features; 5.1 Introduction; 5.2 Signal Spectral-based Features; 5.2.1 Signal Spectral-based Features; 5.2.2 Spectral-based Features Specialities 5.2.3 Spectral-based Features Decision Making5.2.4 Decision Threshold Optimization; 5.3 Wavelet Transform-based Features; 5.4 High-order Statistics-based Features; 5.4.1 High-order Moment-based Features; 5.4.2 High-order Cumulant-based Features; 5.5 Cyclostationary Analysis-based Features; 5.6 Conclusion; References; Chapter 6 Machine Learning for Modulation Classification; 6.1 Introduction; 6.2 K-Nearest Neighbour Classifier; 6.2.1 Reference Feature Space; 6.2.2 Distance Definition; 6.2.3 K-Nearest Neighbour Decision; 6.3 Support Vector Machine Classifier 6.4 Logistic Regression for Feature Combination |
| Record Nr. | UNINA-9910807452803321 |
|
Zhu Zhechen
|
||
| Chichester, England : , : Wiley, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Conference record of the ... International Power Modulator Symposium
| Conference record of the ... International Power Modulator Symposium |
| Pubbl/distr/stampa | New York, NY, : Palisades Institute for Research Services, [1994]-©2000 |
| Descrizione fisica | 1 online resource |
| Disciplina | 621.3815/36 |
| Soggetto topico |
Modulators (Electronics)
Pulse circuits Pulse generators |
| Soggetto genere / forma | Conference papers and proceedings. |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996280936403316 |
| New York, NY, : Palisades Institute for Research Services, [1994]-©2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Continuous-time delta-sigma modulators for high-speed A/D/ conversion [[electronic resource] ] : theory, practice, and fundamental performance limits / / by James A. Cherry and W. Martin Snelgrove
| Continuous-time delta-sigma modulators for high-speed A/D/ conversion [[electronic resource] ] : theory, practice, and fundamental performance limits / / by James A. Cherry and W. Martin Snelgrove |
| Autore | Cherry James A. <1970-> |
| Edizione | [1st ed. 2002.] |
| Pubbl/distr/stampa | Boston, : Kluwer Academic Pub., c2000 |
| Descrizione fisica | 1 online resource (280 p.) |
| Disciplina | 621.3815/36 |
| Altri autori (Persone) | SnelgroveW. Martin <1954-> |
| Collana | Kluwer international series in engineering and computer science ;Analog circuits and signal processing |
| Soggetto topico |
Analog-to-digital converters
Modulators (Electronics) Continuous-time filters |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-20601-2
9786610206018 0-306-47052-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Delta-Sigma Modulation Concepts -- Designing Continuous-Time Modulators -- Delta—Sigma Modulator Implementation Issues -- Excess Loop Delay -- Clock Jitter and Quantizer Metastability -- A High-Speed Band Pass ??M Design Procedure -- A 4GHZ Fourth-Order Band Pass ? ?M -- Conclusions. |
| Record Nr. | UNINA-9910454809503321 |
|
Cherry James A. <1970->
|
||
| Boston, : Kluwer Academic Pub., c2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Continuous-time delta-sigma modulators for high-speed A/D/ conversion [[electronic resource] ] : theory, practice, and fundamental performance limits / / by James A. Cherry and W. Martin Snelgrove
| Continuous-time delta-sigma modulators for high-speed A/D/ conversion [[electronic resource] ] : theory, practice, and fundamental performance limits / / by James A. Cherry and W. Martin Snelgrove |
| Autore | Cherry James A. <1970-> |
| Edizione | [1st ed. 2002.] |
| Pubbl/distr/stampa | Boston, : Kluwer Academic Pub., c2000 |
| Descrizione fisica | 1 online resource (280 p.) |
| Disciplina | 621.3815/36 |
| Altri autori (Persone) | SnelgroveW. Martin <1954-> |
| Collana | Kluwer international series in engineering and computer science ;Analog circuits and signal processing |
| Soggetto topico |
Analog-to-digital converters
Modulators (Electronics) Continuous-time filters |
| ISBN |
1-280-20601-2
9786610206018 0-306-47052-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Delta-Sigma Modulation Concepts -- Designing Continuous-Time Modulators -- Delta—Sigma Modulator Implementation Issues -- Excess Loop Delay -- Clock Jitter and Quantizer Metastability -- A High-Speed Band Pass ??M Design Procedure -- A 4GHZ Fourth-Order Band Pass ? ?M -- Conclusions. |
| Record Nr. | UNINA-9910780044303321 |
|
Cherry James A. <1970->
|
||
| Boston, : Kluwer Academic Pub., c2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Continuous-time delta-sigma modulators for high-speed A/D/ conversion : theory, practice, and fundamental performance limits / / by James A. Cherry and W. Martin Snelgrove
| Continuous-time delta-sigma modulators for high-speed A/D/ conversion : theory, practice, and fundamental performance limits / / by James A. Cherry and W. Martin Snelgrove |
| Autore | Cherry James A. <1970-> |
| Edizione | [1st ed. 2002.] |
| Pubbl/distr/stampa | Boston, : Kluwer Academic Pub., c2000 |
| Descrizione fisica | 1 online resource (280 p.) |
| Disciplina | 621.3815/36 |
| Altri autori (Persone) | SnelgroveW. Martin <1954-> |
| Collana | Kluwer international series in enginering and computer science ;Analog circuits and signal processing |
| Soggetto topico |
Analog-to-digital converters
Modulators (Electronics) Continuous-time filters |
| ISBN |
1-280-20601-2
9786610206018 0-306-47052-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Delta-Sigma Modulation Concepts -- Designing Continuous-Time Modulators -- Delta—Sigma Modulator Implementation Issues -- Excess Loop Delay -- Clock Jitter and Quantizer Metastability -- A High-Speed Band Pass ??M Design Procedure -- A 4GHZ Fourth-Order Band Pass ? ?M -- Conclusions. |
| Record Nr. | UNINA-9910828616603321 |
|
Cherry James A. <1970->
|
||
| Boston, : Kluwer Academic Pub., c2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Digital modulation techniques / / Fuqin Xiong
| Digital modulation techniques / / Fuqin Xiong |
| Autore | Xiong Fuqin <1946-> |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Boston, Massachusetts : , : Artech House, , ©2006 |
| Descrizione fisica | 1 online resource (1029 p.) |
| Disciplina | 621.3815/36 |
| Collana | Artech House telecommunications library |
| Soggetto topico |
Digital modulation
Modulation (Electronics) |
| Soggetto genere / forma | Electronic books. |
| ISBN | 1-58053-864-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Digital Modulation Techniques Second Edition; Contents; Preface; Chapter 1 Introduction; Chapter 2 Baseband Modulation (Line Codes); Chapter 3 Frequency Shift Keying; Chapter 4 Phase Shift Keying; Chapter 5 Minimum Shift Keying and MSK-Type Modulations; Chapter 6 Continuous Phase Modulation; Chapter 7 Multi-h Continuous Phase Modulation; Chapter 8 Amplitude Shift Keying; Chapter 9 Quadrature Amplitude Modulation; Chapter 10 Nonconstant-Envelope Bandwidth-Efficient Modulations; Chapter 11 Modulations in Fading Channels, Equalization, and Diversity. |
| Record Nr. | UNINA-9910451027903321 |
|
Xiong Fuqin <1946->
|
||
| Boston, Massachusetts : , : Artech House, , ©2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Digital modulation techniques / / Fuqin Xiong
| Digital modulation techniques / / Fuqin Xiong |
| Autore | Xiong Fuqin <1946-> |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Boston, Massachusetts : , : Artech House, , ©2006 |
| Descrizione fisica | 1 online resource (1029 p.) |
| Disciplina | 621.3815/36 |
| Collana | Artech House telecommunications library |
| Soggetto topico |
Digital modulation
Modulation (Electronics) |
| ISBN | 1-58053-864-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Digital Modulation Techniques Second Edition; Contents; Preface; Chapter 1 Introduction; Chapter 2 Baseband Modulation (Line Codes); Chapter 3 Frequency Shift Keying; Chapter 4 Phase Shift Keying; Chapter 5 Minimum Shift Keying and MSK-Type Modulations; Chapter 6 Continuous Phase Modulation; Chapter 7 Multi-h Continuous Phase Modulation; Chapter 8 Amplitude Shift Keying; Chapter 9 Quadrature Amplitude Modulation; Chapter 10 Nonconstant-Envelope Bandwidth-Efficient Modulations; Chapter 11 Modulations in Fading Channels, Equalization, and Diversity. |
| Record Nr. | UNINA-9910784135303321 |
|
Xiong Fuqin <1946->
|
||
| Boston, Massachusetts : , : Artech House, , ©2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Digital modulation techniques / / Fuqin Xiong
| Digital modulation techniques / / Fuqin Xiong |
| Autore | Xiong Fuqin <1946-> |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Boston, MA, : Artech House, c2006 |
| Descrizione fisica | 1 online resource (1029 p.) |
| Disciplina | 621.3815/36 |
| Collana | Artech House telecommunications library |
| Soggetto topico |
Digital modulation
Modulation (Electronics) |
| ISBN | 1-58053-864-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Digital Modulation Techniques Second Edition; Contents; Preface; Chapter 1 Introduction; Chapter 2 Baseband Modulation (Line Codes); Chapter 3 Frequency Shift Keying; Chapter 4 Phase Shift Keying; Chapter 5 Minimum Shift Keying and MSK-Type Modulations; Chapter 6 Continuous Phase Modulation; Chapter 7 Multi-h Continuous Phase Modulation; Chapter 8 Amplitude Shift Keying; Chapter 9 Quadrature Amplitude Modulation; Chapter 10 Nonconstant-Envelope Bandwidth-Efficient Modulations; Chapter 11 Modulations in Fading Channels, Equalization, and Diversity. |
| Record Nr. | UNINA-9910819031103321 |
|
Xiong Fuqin <1946->
|
||
| Boston, MA, : Artech House, c2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||