Digital and statistical signal processing. ([2019])

• Record Type: Book
• Further Information: Note: Anastasia Veloni, Nikolaos Miridakis, and Erysso Boukouvala.
• Authors: Veloni, Anastasia; Miridakis, Nikolaos; Boukouvala, Erysso
• Contents: Cover; Half Title; Title Page; Copyright Page; Dedication; Table of Contents; Preface; Authors; List of Acronyms; Section I : Topics on Digital Signal Processing; Chapter 1: Introduction; 1.1 Introduction; 1.2 Advantages of Digital Signal Processing; 1.3 Digitization Steps of Analog Signals; 1.3.1 Sampling; 1.3.2 Quantization; 1.3.3 Coding; 1.4 Sampling and Reconstruction of Sinusoidal Signals; 1.4.1 Proof of the Sampling Theorem and a Detailed Discussion; 1.5 Physical Sampling; 1.6 Sampling and Holding; 1.7 Non-Accurate Reconstruction of Analog Signals; 1.8 SOLVED PROBLEMS. Chapter 2: Discrete-Time Signals and Systems2.1 Discrete-Time Signals; 2.2 Basic Discrete-Time Signals; 2.2.1 Impulse Function; 2.2.2 Unit Step Function; 2.2.3 Ramp Function; 2.2.4 Unit Rectangular Function (Pulse Function); 2.2.5 Exponential Function; 2.2.6 The Sinusoidal Sequence; 2.3 Even and Odd Discrete-Time Signals; 2.4 Energy and Power of a Discrete-Time Signal; 2.5 Conversion of the Independent and Dependant Variable; 2.6 Discrete-Time Systems; 2.7 Categories of Discrete-Time Systems; 2.7.1 Linear Discrete Systems; 2.7.2 Time-Invariant Discrete Systems. 2.7.3 Discrete Systems with Memory2.7.4 Invertible Discrete Systems; 2.7.5 Casual Discrete Systems; 2.7.6 Stable Discrete Systems; 2.8 System Connections; 2.9 Convolution; 2.10 Deconvolution; 2.11 Correlation -- Autocorrelation; 2.12 Difference Equations; 2.13 Discrete-Time Systems of Finite Impulse Response; 2.14 Solved Problems; Chapter 3: z-Transform; 3.1 Introduction; 3.2 From Laplace Transform to z-Transform; 3.2.1 Comparison of the s- and z-Planes into the Region of Convergence; 3.3 Properties of z-Transform; 3.3.1 Time Shift; 3.3.2 Linearity; 3.3.3 Time Reversal; 3.3.4 Convolution. 3.3.5 Differentiation in z-Plane3.3.6 Multiplication by an Exponential Sequence; 3.3.7 Conjugation of a Complex Sequence; 3.3.8 Initial and Final Value Theorem; ; 3.3.9 Correlation of Two Sequences; 3.4 Inverse z-Transform; 3.4.1 Method of Power Series Expansion (Division Method); 3.4.2 Method of Partial Fraction Expansion; 3.4.3 Method of Complex Integration; 3.5 z-Transform in System Analysis; 3.5.1 Transfer Function of Discrete-Time Signal; 3.5.2 Causality of Discrete-Time Systems; 3.5.3 Stability of Discrete-Time Systems; 3.5.4 Transfer Function of Connected Systems. 3.5.5 Transfer Function of Discrete-Time Systems3.6 Formula Tables; 3.7 Solved Problems; Chapter 4: Structures for the Realization of Discrete-Time Systems; 4.1 Introduction; 4.2 Block Diagrams; 4.3 Realization Structures; 4.3.1 Implementation Structures of IIR Discrete Systems; 4.3.2 Implementation Structures of FIR Discrete Systems; 4.4 Signal Flow Graphs; 4.4.1 Mason's Gain Formula; 4.5 Solved Problems; Chapter 5: Frequency Domain Analysis; 5.1 Introduction; 5.2 Discrete-Time Fourier Transform (DTFT); 5.3 Discrete Fourier Series (DFS); 5.3.1 Periodic Convolution.
• Publisher Details: Boca Raton, FL : CRC Press, Taylor & Francis Group
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 621.3822; Signal processing -- Digital techniques; TECHNOLOGY & ENGINEERING -- Mechanical; Signal processing -- Digital techniques; Electronic books
• Languages: English
• ISBNs: 9780429507526; 0429507526; 9780429017582; 0429017588; 9780429017575; 9780429017568; 0429017561
• Related ISBNs: 042901757X; 1138580066; 9781138580060
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, Oct. 17, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.