Warenkorb
€ 0,00 0 Buch dabei,
portofrei

Discrete Signals and Inverse Problems: An Introduction for Engineers and Scientists

Sprache: Englisch.
Buch (gebunden)
Ihr 10% Rabatt bei Hugendubel.de
 
10% Rabatt sichern mit Gutscheincode: XMAS10
 
Discrete Signals and Inverse Problems examines fundamental concepts necessary to engineers and scientists working with discrete signal processing and inverse problem solving, and places emphasis on the clear understanding of algorithms within the con … weiterlesen
Buch

177,49 *

inkl. MwSt.
Portofrei
vorbestellbar
Discrete Signals and Inverse Problems: An Introduction for Engineers and Scientists als Buch

Produktdetails

Titel: Discrete Signals and Inverse Problems: An Introduction for Engineers and Scientists
Autor/en: J. Carlos Santamarina, Dante Fratta

ISBN: 047002187X
EAN: 9780470021873
Sprache: Englisch.
PAPERBACKSHOP UK IMPORT

September 2005 - gebunden - 350 Seiten

Beschreibung

Discrete Signals and Inverse Problems examines fundamental concepts necessary to engineers and scientists working with discrete signal processing and inverse problem solving, and places emphasis on the clear understanding of algorithms within the context of application needs.

Inhaltsverzeichnis

Preface. Brief Comments on Notation. 1. Introduction. 1.1 Signals, Systems, and Problems. 1.2 Signals and Signal Processing -- Application Examples. 1.3 Inverse Problems -- Application Examples. 1.4 History -- Discrete Mathematical Representation. 1.5 Summary. Solved Problems. Additional Problems. 2. Mathematical Concepts. 2.1 Complex Numbers and Exponential Functions. 2.2 Matrix Algebra. 2.3 Derivatives -- Constrained Optimization 2.4 Summary. Further Reading. Solved Problems. Additional Problems. 3. Signals and Systems. 3.1 Signals: Types and Characteristics. 3.2 Implications of Digitization -- Aliasing 3.3 Elemental Signals and Other Important Signals. 3.4 Signal Analysis with Elemental Signals. 3.5 Systems: Characteristics and Properties. 3.6 Combination of Systems 3.7 Summary. Further Reading. Solved Problems. Additional Problems. 4. Time Domain Analyses of Signals and Systems. 4.1 Signals and Noise. 4.2 Cross- and Autocorrelation: Identifying Similarities. 4.3 The Impulse Response -- System Identification. 4.4 Convolution: Computing the Output Signal. 4.5 Time Domain Operations in Matrix Form. 4.6 Summary. Further Reading. Solved Problems. Additional Problems. 5. Frequency Domain Analysis of Signals (Discrete Fourier Transform). 5.1 Orthogonal Functions -- Fourier Series. 5.2 Discrete Fourier Analysis and Synthesis. 5.3 Characteristics of the Discrete Fourier Transform. 5.4 Computation in Matrix Form. 5.5 Truncation, Leakage, and Windows. 5.6 Padding. 5.7 Plots. 5.8 The Two-dimensional Discrete Fourier Transform. 5.9 Procedure for Signal Recording. 5.10 Summary. Further Reading and References. Solved Problems. Additional Problems. 6. Frequency Domain Analysis of Systems. 6.1 Sinusoids and Systems - Eigenfunctions. 6.2 Frequency Response. 6.3 Convolution. 6.4 Cross-spectral and Autospectral Densities. 6.5 Filters in the Frequency Domain -- Noise Control. 6.6 Determining H with Noiseless Signals (Phase Unwrapping). 6.7 Determining H with Noisy Signals (Coherence). 6.8 Summary. Further Reading and References. Solved Problems. Additional Problems. 7. Time Variation and Nonlinearity. 7.1 Nonstationary Signals: Implications. 7.2 Nonstationary Signals: Instantaneous Parameters. 7.3 Nonstationary Signals: Time Windows. 7.4 Nonstationary Signals: Frequency Windows. 7.5 Nonstationary Signals: Wavelet Analysis. 7.6 Nonlinear Systems: Detecting Nonlinearity. 7.7 Nonlinear Systems: Response to Different Excitations. 7.8 Time-varying Systems. 7.9 Summary. Further Reading and References Solved Problems. Additional Problems. 8. Concepts in Discrete Inverse Problems. 8.1 Inverse Problems -- Discrete Formulation. 8.3 Data-driven Solution -- Error Norms. 8.4 Model Selection -- Ockham's Razor. 8.5 Information. 8.6 Data and Model Errors. 8.7 Nonconvex Error Surfaces. 8.8 Discussion on Inverse Problems. 8.9 Summary. Further Reading and References. Solved Problems. Additional Problems. 9. Solution by Matrix Inversion. 9.1 Pseudoinverse. 9.2 Classification of Inverse Problems. 9.3 Least Squares Solution (LSS). 9.4 Regularized Least Squares Solution (RLSS). 9.5 Incorporating Additional Information. 9.6 Solution Based on Singular Value Decomposition. 9.7 Nonlinearity. 9.8 Statistical Concepts -- Error Propagation. 9.9 Experimental Design for Inverse Problems. 9.10 Methodology for the Solution of Inverse Problems. 9.11 Summary. Further Reading. Solved Problems. Additional Problems. 10. Other Inversion Methods. 10.1 Transformed Problem Representation. 10.2 Iterative Solution of System of Equations. 10.3 Solution by Successive Forward Simulations. 10.4 Techniques from the Field of Artificial Intelligence. 10.5 Summary. Further Reading. Solved Problems. Additional Problems. 11. Strategy for Inverse Problem Solving. 11.1 Step 1: Analyze the Problem. 11.2 Step 2: Pay Close Attention to Experimental Design. 11.3 Step 3: Gather High-quality Data. 11.4 Step 4: Pre-process the Data. 11.5 Step 5: Select an Adequate Physical Model. 11.6 Step 6: Explore Different Inversion Methods. 11.7 Step 7: Analyze the Final Solution. 11.8 Summary. Solved Problems. Additional Problems. Index.

Portrait

J. Carlos Santamarina, Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA 30332-0355, USA Dante Fratta, 3418H CEBA, Civil and Environmental Engineering, Louisiana State University, Baton Rouge, LA 70803, USA

Servicehotline
089 - 70 80 99 47

Mo. - Fr. 8.00 - 20.00 Uhr
Sa. 10.00 - 20.00 Uhr
Filialhotline
089 - 30 75 75 75

Mo. - Sa. 9.00 - 20.00 Uhr
Bleiben Sie in Kontakt:
Sicher & bequem bezahlen:
akzeptierte Zahlungsarten: Überweisung, offene Rechnung,
Visa, Master Card, American Express, Paypal
Zustellung durch:
* Alle Preise verstehen sich inkl. der gesetzlichen MwSt. Informationen über den Versand und anfallende Versandkosten finden Sie hier.
Artikel mit dem Hinweis "Pünktlich zum Fest" werden an Lieferadressen innerhalb Deutschlands rechtzeitig zum 24.12.2018 geliefert.
** Deutschsprachige eBooks und Bücher dürfen aufgrund der in Deutschland geltenden Buchpreisbindung und/oder Vorgaben von Verlagen nicht rabattiert werden. Soweit von uns deutschsprachige eBooks und Bücher günstiger angezeigt werden, wurde bei diesen kürzlich von den Verlagen der Preis gesenkt oder die Buchpreisbindung wurde für diese Titel inzwischen aufgehoben. Angaben zu Preisnachlässen beziehen sich auf den dargestellten Vergleichspreis.