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Matlab With Control System, Signal Processing & Image Processing Toolboxes
by S.N. Sivanandam, S.N. Deepa
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This book is developed with an idea to enable the readers to be well versed with the basic MATLAB functions and specialized toolboxes like Control System, Signal Processing and Image Processing used for problem solving in scientific and engineering domain. MATLAB functions are discussed in a lucid manner with their appropriateness for usage in computing solutions. The syntax to be followed for each of the defined MATLAB functions is also included in a detailed manner. The intention is to make the readers use the presented MATLAB functions directly for respective applications on their own.
MATLAB
An Introduction
Introduction
History of MATLAB
Need of MATLAB for Problem Solving
Running MATLAB on Computers
Features of MATLAB
MATLAB Basics
Toolboxes - An Introduction
Basic Simulink
Graphical User Interface Feature of MATLAB
Few MATLAB Product Lists
Getting Started to MATLAB
Introduction
Data Types
Variable Definition
Arrays
Matrices
Strings
User-Defined Functions
Input and Output Statements
File Input and Output Statements
Operators and Their Operations
Keywords
Dynamic Arrays
Exchanging Data with Other Programs
Recursive Functions
Miscellaneous MATLAB Functions
Programming in MATLAB
Introduction
Script M-File
Flow Control Statements in MATLAB
Efficient Programming in MATLAB
MATLAB Classes and Objects
Debugging in MATLAB
Mathematics in MATLAB: Working with Differential Equations and Polynomials
Introduction
Elementary Mathematic Operations
MATLAB Polynomial and Interpolation Operations
Statistics and Analysis of Data
MATLAB Functions for Ordinary Differential Equations
MATLAB Functions for Optimization
Specialized MATLAB Math Functions
Special Functions with the Command mfun
Sparse Matrices
Linear Algebra Approaches in MATLAB
Mathematical Constant Representation in MATLAB
MATLAB Graphical Environment
Introduction
Building Two-Dimensional Plots
Building Three-Dimensional Plots
Additional Specialized Plots
Printing and Exporting MATLAB Graphics
Handle Graphics Objects
Three-Dimensional Modeling and Visualization
MATLAB Control Systems Toolbox
Introduction
Basic Control System Concepts
MATLAB Commands for Creation of Linear Models and Computing Data
Time Domain and Frequency Response Analysis Commands
Commands for Conversion of Domains in Control Systems
System Dynamic Operational Commands
MATLAB Commands for Control System Design and Model Reduction
MATLAB Commands for State-Space Modeling, Frequency Response Models and Time Delay Approaches
Graphical User Interface and Other General Commands in Control System Toolbox
Signal Processing Toolbox in MATLAB
Introduction
Fundamentals of Signal Processing
Basic Signal Processing Functions in MATLAB
Transforms in MATLAB
Waveform Generation
Linear System Transformation
Digital Filtering Commands in MATLAB
Analog Filter Design Commands in MATLAB
MATLAB Commands for Windows in Filtering
Cepstrum Analysis in MATLAB
MATLAB Commands for Statistical Signal Processing
Parametric Modeling in MATLAB
Linear Prediction
Multirate Signal Processing in MATLAB
Special Signal Processing Operations
GUI MATLAB Commands for Signal Processing
Image Processing Toolbox in MATLAB
Introduction
Fundamentals of Image Processing
Image Types and Image Conversions in MATLAB Environment
MATLAB Image Arithmetic and Array Operations
Transformation of Images in MATLAB
Display of Images in MATLAB Environment
MATLAB File I/O Operations of Images
Image Registration in MATLAB
Analysis of Images in MATLAB
Image Enhancement in MATLAB Environment
MATLAB Image Filtering Process
Image Deblurring in MATLAB
MATLAB Image Neighborhood Operations and Region-Based Processing
MATLAB Image Morphological Operations
MATLAB Texture Analysis Functions
MATLAB Color map Operations
Various Image Samples Considered for Problem Solving
Simulink Environments in MATLAB: An Introduction
Introduction
Features and Need of Simulink Environment
Products of Simulink in MATLAB Environment
A Fundamental Simulink Model
Starting Simulink and Simulink Library Browser
Constructing a Simulink Block Diagram Model
Review Questions
Exercises
Bibliography
IndexISBN - 9788126554751
Pages : 760
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