Signals and Systems using SCILAB
(Sprache: Englisch)
Covering both the analog and digital domain, this introduction explains the concepts using SCILAB, so that readers can experiment on their own computers for an immediate understanding of the impact made by each variable. With numerous problems and SCILAB source codes on a CD.
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Covering both the analog and digital domain, this introduction explains the concepts using SCILAB, so that readers can experiment on their own computers for an immediate understanding of the impact made by each variable. With numerous problems and SCILAB source codes on a CD.
Klappentext zu „Signals and Systems using SCILAB “
This introduction to signal processing techniques covers the topic of signals and systems both in the analog and in the digital domain. The concepts of the topic are explained using SCILAB, a freely downloadable software, so that readers can try out everything in the book on their own computers for an immediate understanding of the impact each variable has on the formula. The book features numerous problems, both worked out and to be used as assignments, with a free solutions manual available for lecturers, while the accompanying CD contains SCILAB source codes.
Inhaltsverzeichnis zu „Signals and Systems using SCILAB “
Analog SystemsChapter 1.: Signals and their Representations
a. Definition of a Signal
b. Periodic Continuous Time Signals
c. Discrete Time Signals
d. Non periodic Signals
e. Representing signals by Orthogonal Functions
f. Orthogonal Polynomials
g. Power Signals and Energy Signals
h. Interpolating signals by use of Polynomials
Chapter 2.: Continuous Time Systems
a. Properties of continuous time Systems
b. Convolution
c. The Impulse Response of the system
d. Operators of the System
Chapter 3.: Spectrum of Periodic Signals
a. The Fourier Series
b. Effects of Symmetry
c. Parseval's Theorem
d. The Generalized Fourier Series
Chapter 4.:Spectrum of Time Domain Signals
a. The Fourier Transform
b. Characteristic of Linear Systems
c. Other types of Transforms. The Hilbert Transform
Chapter 5.: The Laplace Transform
a. The Bilateral and the one sided Laplace Transform
b. The Inverse Laplace Transform
c. Properties of the Laplace Transform
d. Transfer function of the LTI System
e. Signal Flow Graph representation of the LTI System
f. The Inverse Laplace Transform
g. Using Laplace Transform to solve differential Equations with initial conditions
h. The Bode plot
Chapter 6.: Continuous Time State Space Systems
a. State Equations for linear systems
b. Solutions to Continuous time State Equations
c. Properties of the Fundamental Matrix
d. Laplace Transform Solution to the State Equations
e. Initial State Vectors and the Initial Conditions
f. Observing the state of the system. Observers and Observability
g. Controlling the state of the system. Controllers and Controllability
h. Liapunov Stability Criteria
Digital Systems
Chapter 7.: Discrete Signals and Systems
a. The Linear Difference Equation
b. Solution of the First Order Linear Difference Equation
c. The Delay Operator and the Discrete time system
d. Discrete Time Convolution Summation
e. Frequency Response of Discrete time systems
f. Sampling a continuous time signal
g.
... mehr
Impulse and flat top sampling
h. The Nyquist Criteria for sampled signals
Chapter 8.: The Z - Transform
a. The Z-Transform Summation
b. The Region of Convergence of the Z-Transform Summation
c. Properties of the Z-Transform
d. The inverse of the Z - Transform
e. The Transfer function and the pole locations
f. Z - Transform solution and the Difference Equation
g. Stability of time invariant discrete systems
Chapter 9.: The Discrete Transforms
a. The Discrete Fourier Series
b. The Discrete Time Fourier Transform
c. Properties of the Discrete Time Fourier Transform
d. Fourier Transform for Finite Sequences
e. Discrete Fourier Transform
f. The Inverse Discrete Fourier Transform
g. Computation using the FFT
i. Decimation in Time
ii. Decimation in Frequency
iii.Base 2 FFT algorithm
iv. FFT and Convolution
v. The Inverse FFT using the FFT
Chapter 10.: Digital Filter Design
a. Finite Impulse Response Filters
i. Frequency Sampling
b. Infinite Impulse Response Filters
i. Impulse Invariance Method of Filter Design
ii. Bilinear Transformation
iii.Frequency Transformation for Digital Filters
iv. Prewarping
c. FIR versus IIR Filters
Chapter 11.: Discrete Time State Space Systems
a. State Equations for Discrete time systems
i. Canonical Form of State Equations
ii. Phase Variable Form of State Equations
iii.Transformations between the various State Equations
b. Solutions to Discrete time State Equations
c. Z - Transform Solution to the State Equations
d. Observing the state of the system. Observers and Observability
e. Controlling the state of the system. Controllers and Controllability
f. Liapunov Stability Criteria
Chapter 12.: Appendix
a. Impulse Function and its properties
b. Functions of a complex variable
c. Matrix Algebra
d. Table of Laplace Transform pairs
e. Table of Z-Transform pairs
f. Some common integrals
h. The Nyquist Criteria for sampled signals
Chapter 8.: The Z - Transform
a. The Z-Transform Summation
b. The Region of Convergence of the Z-Transform Summation
c. Properties of the Z-Transform
d. The inverse of the Z - Transform
e. The Transfer function and the pole locations
f. Z - Transform solution and the Difference Equation
g. Stability of time invariant discrete systems
Chapter 9.: The Discrete Transforms
a. The Discrete Fourier Series
b. The Discrete Time Fourier Transform
c. Properties of the Discrete Time Fourier Transform
d. Fourier Transform for Finite Sequences
e. Discrete Fourier Transform
f. The Inverse Discrete Fourier Transform
g. Computation using the FFT
i. Decimation in Time
ii. Decimation in Frequency
iii.Base 2 FFT algorithm
iv. FFT and Convolution
v. The Inverse FFT using the FFT
Chapter 10.: Digital Filter Design
a. Finite Impulse Response Filters
i. Frequency Sampling
b. Infinite Impulse Response Filters
i. Impulse Invariance Method of Filter Design
ii. Bilinear Transformation
iii.Frequency Transformation for Digital Filters
iv. Prewarping
c. FIR versus IIR Filters
Chapter 11.: Discrete Time State Space Systems
a. State Equations for Discrete time systems
i. Canonical Form of State Equations
ii. Phase Variable Form of State Equations
iii.Transformations between the various State Equations
b. Solutions to Discrete time State Equations
c. Z - Transform Solution to the State Equations
d. Observing the state of the system. Observers and Observability
e. Controlling the state of the system. Controllers and Controllability
f. Liapunov Stability Criteria
Chapter 12.: Appendix
a. Impulse Function and its properties
b. Functions of a complex variable
c. Matrix Algebra
d. Table of Laplace Transform pairs
e. Table of Z-Transform pairs
f. Some common integrals
... weniger
Bibliographische Angaben
- Autor: Rajiv J. Kapadia
- 2010, 350 Seiten, Kartoniert (TB), Englisch
- Verlag: Wiley-VCH
- ISBN-10: 3527407243
- ISBN-13: 9783527407248
Sprache:
Englisch
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