Digital Signal Processing Handbook by Madisetti and Williams

Digital Signal Processing Contents

PART I Indicators and Techniques

• Fourier Sequence, Fourier Transforms, and the DFT 
• Unusual Linear Differential and Distinction Equations
• Finite Wordlength Results Bruce

PART II Signal Illustration and Quantization

• On Multidimensional Sampling 
• Analog-to-Digital Conversion Architectures 
•  Quantization of Discrete Time Indicators

PART III Quick Algorithms and Buildings

• Quick Fourier Transforms: A Tutorial Assessment and a State of the Artwork 
• Quick Convolution and Filtering Ivan 
• Complexity Principle of Transforms in Signal Processing
• Quick Matrix Computations 
• Digital Filtering Lina

PART V Statistical Signal Processing

• Overview of Statistical Signal Processing Charles 
• Signal Detection and Classification Alfred Hero
• Spectrum Estimation and Modeling 
• Estimation Principle and Algorithms
• Validation, Testing, and Noise Modeling 
• Cyclostationary Signal Evaluation

PART VI Adaptive Filtering

• Introduction to Adaptive Filters 
• Convergence Points within the LMS Adaptive Filter 
• Robustness Points in Adaptive Filtering 
• Recursive Least-Squares Adaptive Filters
• Remodel Area Adaptive Filtering 
• Adaptive IIR Filters 
• Adaptive Filters for Blind Equalization

PART VII Inverse Issues and Signal Reconstruction

•  Signal Restoration from Partial Data
• Algorithms for Computed Tomography 
• Strong Speech Processing as an Inverse Downside Richard 
• Inverse Issues, Statistical Mechanics and Simulated Annealing 
• Picture Restoration Utilizing the EM Algorithm 
• Inverse Issues in Array Processing 
• Channel Equalization as a Regularized Inverse Downside 
• Inverse Issues in Microphone Arrays 
• Artificial Aperture Radar Algorithms 
• Iterative Picture Restoration Algorithms

PART VIII Time Frequency and Multirate Signal Processing

•  Wavelets and Filter Banks 
• Filter Financial institution Design 
• Time-Various Evaluation-Synthesis Filter 
• Lapped Transforms

PART IX Digital Audio Communications

• Auditory Psychophysics for Coding Functions
• MPEG Digital Audio Coding Requirements 
• Digital Audio Coding: Dolby AC-3 Grant
• The Perceptual Audio Coder (PAC) Deepen 
• Sony Techniques

PART X Speech Processing

• Speech Manufacturing Fashions and Their Digital Implementations 
• Speech Coding 
• Textual content-to-Speech Synthesis 
• Speech Recognition 
• Speaker Verification 
• DSP Implementations of Speech Processing 
• Software program Instruments for Speech Analysis and Improvement

PART XI Picture and Video Processing

• Picture Processing Fundamentals 
• Nonetheless Picture Compression 
• Picture and Video Restoration
•  Video Scanning Format Conversion and Movement Estimation
• Video Sequence Compression
• Digital Tv
• Stereoscopic Picture Processing 
•  A Survey of Picture Processing Software program and Picture Databases
• VLSI Architectures for Picture Communications

PART XII Sensor Array Processing

• Advanced Random Variables and Stochastic Processes 
• Beamforming Methods for Spatial Filtering 
• Subspace-Primarily based Route Discovering Strategies 
• ESPRIT and Closed-Type 2-D 
• A Unified Instrumental Variable Method to Route Discovering in Coloured Noise Fields
• Electromagnetic Vector-Sensor Array Processing
• Subspace Monitoring 
• Detection: Figuring out the Variety of Sources
• Array Processing for Cellular Communications
• Beamforming with Correlated Arrivals in Cellular Communications 
• Area-Time Adaptive Processing for Airborne Surveillance Radar

PART XIII Nonlinear and Fractal Signal Processing

• Chaotic Indicators and Signal Processing 
• Nonlinear Maps 
• Fractal Indicators 
• Morphological Signal and Picture Processing 
• Signal Processing and Communication
• Increased-Order Spectral Evaluation

PART XIV DSP Software program and {Hardware}

• Introduction to the TMS320 Household of Digital Signal Processors 
• Speedy Design and Prototyping of DSP Techniques

Preface to Digital Signal Processing Handbook

Digital Signal Processing (DSP) is anxious with the theoretical and sensible features of representing data bearing indicators in digital kind and with utilizing computer systems or particular function digital {hardware} both to extract that data or to rework the indicators in helpful methods.

Areas the place digital sign processing has made a big impression embrace telecommunications, man-machine communications, pc engineering, multimedia purposes, medical know-how, radar and sonar, seismic knowledge evaluation, and distant sensing, to call only a few.

In the course of the first fifteen years of its existence, the sphere of DSP noticed developments within the primary concept of discrete-time indicators and processing instruments.

This work included such matters as quick algorithms, A/D and D/A conversion, and digital filter design.

The previous fifteen years has seen an ever quickening progress of DSP in utility areas akin to speech and acoustics, video, radar, and telecommunications.

A lot of this curiosity in utilizing DSP has been spurred on by developments in pc {hardware} and microprocessors.

Digital Signal Processing Handbook CRCnetBASE is an try to seize all the vary of DSP: from concept to purposes — from algorithms to {hardware}.

Given the widespread use of DSP, a necessity developed for an authoritative reference, written by a few of the high specialists on this planet.

This want was to supply data on each theoretical and sensible points appropriate for a broad viewers — starting from professionals in electrical engineering, pc science, and associated engineering fields, to managers concerned in design and advertising, and to graduate college students and students within the subject.

Given the big variety of wonderful introductory texts in DSP, it was additionally vital to give attention to matters helpful to the engineer or scholar with out overemphasizing these features which might be already extensively accessible.

Briefly, we wished to create a useful resource that was related to the wants of the engineering group and that can maintain them up-to-date within the DSP subject.

A job of this magnitude was solely doable via the cooperation of most of the foremost DSP researchers and practitioners.

This collaboration, over the previous three years, has resulted in a CD-ROM containing a complete vary of DSP matters introduced with a readability of imaginative and prescient and a depth of protection that’s anticipated to tell, educate, and fascinate the reader.

Certainly, most of the articles, written by leaders of their fields, embody distinctive visions and perceptions that allow a fast, but thorough, publicity to data garnered over years of growth.

As with different CRC Press handbooks, we’ve got tried to supply a stability between important data, background materials, technical particulars, and introduction to related requirements and software program.

The Handbook pays equal consideration to concept, observe, and utility areas. Digital Signal Processing Handbook CRCnetBASE can be utilized in a lot of methods.

Most customers will lookup a subject of curiosity by utilizing the highly effective search engine and then viewing the relevant chapters.

As such, every chapter has been written to face alone and give an outline of its material whereas offering key references for these considering studying extra.

Digital Signal Processing Handbook CRCnetBASE will also be used as a reference e book for graduate lessons, or as supporting materials for persevering with training programs within the DSP space.

Industrial organizations could want to present the CD-ROM with their merchandise to reinforce their worth by offering a regular and up-to-date reference supply.

We have now been very impressed with the standard of this work, which is due completely to the contributions of all of the authors, and we wish to thank all of them.

The Advisory Board was instrumental in serving to to decide on topics and leaders for all of the sections. Being specialists of their fields, the part leaders supplied the imaginative and prescient and fleshed out the contents for his or her sections. Lastly, the authors produced the mandatory content material for this work.

To them fell the difficult job of writing for such a broad viewers, and they excelled at their jobs. Along with these technical contributors, we want to thank a lot of excellent people whose administrative expertise made this undertaking doable.

With out the excellent organizational expertise of Elaine M. Gibson, this handbook could by no means have been completed.

Not solely did Elaine handle the paperwork, however she had the unenviable job of reminding authors about deadlines and pushing them to complete.

We additionally thank a lot of people related to the CRC Press Handbook Sequence over a time frame, particularly Joel Claypool, Dick Dorf, Kristen Maus, Jerry Papke, Ron Powers, Suzanne Lassandro, and Carol Whitehead.

We welcome you to this handbook, and hope you discover it price your curiosity.

The Digital Signal Processing Handbook – 3 Volume Set PDF

Author(s): Vijay K. Madisetti (Editor)

Publisher: CRC Press, Year: 2010

ISBN: 9781315216065,9781351831956,9781351823265,9781466565609,9781420045642,9781482296150,9781420045635

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