Synthesis Lectures on Signal Processing – serie
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21 produkter
Spectral Analysis of Signals
The Missing Data Case
Av Yanwei Wang, Jian Li m. fl.
Häftad, 2007
314 kr
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Spectral estimation is important in many fields including astronomy, meteorology, seismology, communications, economics, speech analysis, medical imaging, radar, sonar, and underwater acoustics. Most existing spectral estimation algorithms are devised for uniformly sampled complete-data sequences. …
Nonlinear Source Separation
Häftad, 2007
368 kr
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The purpose of this lecture book is to present the state of the art in nonlinear blind source separation, in a form appropriate for students, researchers and developers. Source separation deals with the problem of recovering sources that are observed in a mixed condition. When we have little …
Theory of Linear Prediction
Häftad, 2007
368 kr
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Linear prediction theory has had a profound impact in the field of digital signal processing. Although the theory dates back to the early 1940s, its influence can still be seen in applications today. The theory is based on very elegant mathematics and leads to many beautiful insights into …
DSP for MATLAB™ and LabVIEW™ I
Fundamentals of Discrete Signal Processing
Häftad, 2008
555 kr
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This book is Volume I of the series DSP for MATLAB™ and LabVIEW™. The entire series consists of four volumes that collectively cover basic digital signal processing in a practical and accessible manner, but which nonetheless include all essential foundation mathematics. As the series title implies, …
DSP for MATLAB™ and LabVIEW™ II
Discrete Frequency Transforms
Häftad, 2008
555 kr
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This book is Volume II of the series DSP for MATLAB™ and LabVIEW™. This volume provides detailed coverage of discrete frequency transforms, including a brief overview of common frequency transforms, both discrete and continuous, followed by detailed treatments of the Discrete Time Fourier Transform …
DSP for MATLAB™ and LabVIEW™ III
Digital Filter Design
Häftad, 2008
555 kr
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This book is Volume III of the series DSP for MATLAB™ and LabVIEW™. Volume III covers digital filter design, including the specific topics of FIR design via windowed-ideal-lowpass filter, FIR highpass, bandpass, and bandstop filter design from windowed-ideal lowpass filters, FIR design using the …
DSP for MATLAB™ and LabVIEW™ IV
LMS Adaptive Filters
Häftad, 2009
555 kr
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This book is Volume IV of the series DSP for MATLAB™ and LabVIEW™. Volume IV is an introductory treatment of LMS Adaptive Filtering and applications, and covers cost functions, performance surfaces, coefficient perturbation to estimate the gradient, the LMS algorithm, response of the LMS algorithm …
Advanced Radar Detection Schemes Under Mismatched Signal Models
Av Francesco Bandiera, Danilo Orlando m. fl.
Häftad, 2009
314 kr
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Adaptive detection of signals embedded in correlated Gaussian noise has been an active field of research in the last decades. This topic is important in many areas of signal processing such as, just to give some examples, radar, sonar, communications, and hyperspectral imaging. Most of the existing …
Fixed-Point Signal Processing
Av Wayne Padgett, David Anderson
Häftad, 2009
390 kr
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This book is intended to fill the gap between the ""ideal precision"" digital signal processing (DSP) that is widely taught, and the limited precision implementation skills that are commonly required in fixed-point processors and field programmable gate arrays (FPGAs). These skills are often …
Processing of Seismic Reflection Data Using MATLAB
Av Wail A. Mousa, Abdullatif A. Al-Shuhail
Häftad, 2011
368 kr
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This short book is for students, professors and professionals interested in signal processing of seismic data using MATLAB™. The step-by-step demo of the full reflection seismic data processing workflow using a complete real seismic data set places itself as a very useful feature of the book. This …
Sequential Monte Carlo Methods for Nonlinear Discrete-Time Filtering
Av Marcelo G. S. Bruno, Marcelo G.S.
Häftad, 2013
368 kr
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In these notes, we introduce particle filtering as a recursive importance sampling method that approximates the minimum-mean-square-error (MMSE) estimate of a sequence of hidden state vectors in scenarios where the joint probability distribution of the states and the observations is non-Gaussian …
Introduction to Kalman Filtering with MATLAB Examples
Av Narayan Kovvali, Mahesh Banavar m. fl.
Häftad, 2013
368 kr
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The Kalman filter is the Bayesian optimum solution to the problem of sequentially estimating the states of a dynamical system in which the state evolution and measurement processes are both linear and Gaussian. Given the ubiquity of such systems, the Kalman filter finds use in a variety of …
Reconstruction-Free Compressive Vision for Surveillance Applications
Av Henry Braun, Pavan Turaga m. fl.
Häftad, 2019
588 kr
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Compressed sensing (CS) allows signals and images to be reliably inferred from undersampled measurements. Exploiting CS allows the creation of new types of high-performance sensors including infrared cameras and magnetic resonance imaging systems. Advances in computer vision and deep learning have …
Anywhere-Anytime Signals and Systems Laboratory
From MATLAB to Smartphones, Third Edition
Av Fatemeh Saki, Adrian Duran m. fl.
Häftad, 2020
664 kr
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A typical undergraduate electrical engineering curriculum incorporates a signals and systems course. The widely used approach for the laboratory component of such courses involves the utilization of MATLAB to implement signals and systems concepts. This book presents a newly developed laboratory …
Smartphone-Based Real-Time Digital Signal Processing, Third Edition
Av Abhishek Sehgal, Shane Parris m. fl.
Häftad, 2020
609 kr
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Real-time or applied digital signal processing courses are offered as follow-ups to conventional or theory-oriented digital signal processing courses in many engineering programs for the purpose of teaching students the technical know-how for putting signal processing algorithms or theory into …
Linear Algebra for Pattern Processing
Projection, Singular Value Decomposition, and Pseudoinverse
Häftad, 2021
609 kr
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Linear algebra is one of the most basic foundations of a wide range of scientific domains, and most textbooks of linear algebra are written by mathematicians. However, this book is specifically intended to students and researchers of pattern information processing, analyzing signals such as images …
Signals and Systems
A One Semester Modular Course
Häftad, 2021
938 kr
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This book is designed for use as a textbook for a one semester Signals and Systems class. It is sufficiently user friendly to be used for self study as well. It begins with a gentle introduction to the idea of abstraction by looking at numbers—the one highly abstract concept we use all the time. It …
Machine and Deep Learning Algorithms and Applications
Av Uday Shankar Shanthamallu, Andreas Spanias
Häftad, 2021
609 kr
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This book introduces basic machine learning concepts and applications for a broad audience that includes students, faculty, and industry practitioners. We begin by describing how machine learning provides capabilities to computers and embedded systems to learn from data. A typical machine learning …
Mathematical Transformations and Wavelet Filters for Source Coding and Signal Processing Systems
Inbunden, 2023
500 kr
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This book teaches the fundamentals and mathematical formulas of reversible transformations (or transforms) that are used in many source coding and signal processing systems. These mathematical transforms are often necessary or crucial toward reduction of data storage and transmission rate …
Mathematical Transformations and Wavelet Filters for Source Coding and Signal Processing Systems
Häftad, 2024
500 kr
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This book teaches the fundamentals and mathematical formulas of reversible transformations (or transforms) that are used in many source coding and signal processing systems. These mathematical transforms are often necessary or crucial toward reduction of data storage and transmission rate …
Spectral Analysis of Signals
The Missing Data Case
Av Yanwei Wang, Jian Li m. fl.
Häftad, 1905
560 kr
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