Advanced Signal Processing

Author : Amir-Homayoon Najmi,Todd Moon
Publisher : McGraw Hill Professional
Page : 353 pages
File Size : 55,5 Mb
Release : 2020-08-28
Category : Technology & Engineering
ISBN : 9781260458947

Get Book

Advanced Signal Processing: A Concise Guide by Amir-Homayoon Najmi,Todd Moon Pdf

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. A comprehensive introduction to the mathematical principles and algorithms in statistical signal processing and modern neural networks. This text is an expanded version of a graduate course on advanced signal processing at the Johns Hopkins University Whiting school program for professionals with students from electrical engineering, physics, computer and data science, and mathematics backgrounds. It covers the theory underlying applications in statistical signal processing including spectral estimation, linear prediction, adaptive filters, and optimal processing of uniform spatial arrays. Unique among books on the subject, it also includes a comprehensive introduction to modern neural networks with examples in time series and image classification. Coverage includes: Mathematical structures of signal spaces and matrix factorizations linear time-invariant systems and transforms Least squares filters Random variables, estimation theory, and random processes Spectral estimation and autoregressive signal models linear prediction and adaptive filters Optimal processing of linear arrays Neural networks

Author : Stergios Stergiopoulos
Publisher : CRC Press
Page : 750 pages
File Size : 47,7 Mb
Release : 2017-09-29
Category : Technology & Engineering
ISBN : 9781420062410

Get Book

Advanced Signal Processing by Stergios Stergiopoulos Pdf

Discover the Applicability, Benefits, and Potential of New Technologies As advances in algorithms and computer technology have bolstered the digital signal processing capabilities of real-time sonar, radar, and non-invasive medical diagnostics systems, cutting-edge military and defense research has established conceptual similarities in these areas. Now civilian enterprises can use government innovations to facilitate optimal functionality of complex real-time systems. Advanced Signal Processing details a cost-efficient generic processing structure that exploits these commonalities to benefit commercial applications. Learn from a Renowned Defense Scientist, Researcher, and Innovator The author preserves the mathematical focus and key information from the first edition that provided invaluable coverage of topics including adaptive systems, advanced beamformers, and volume visualization methods in medicine. Integrating the best features of non-linear and conventional algorithms and explaining their application in PC-based architectures, this text contains new data on: Advances in biometrics, image segmentation, registration, and fusion techniques for 3D/4D ultrasound, CT, and MRI Fully digital 3D/ (4D: 3D+time) ultrasound system technology, computing architecture requirements, and relevant implementation issues State-of-the-art non-invasive medical procedures, non-destructive 3D tomography imaging and biometrics, and monitoring of vital signs Cardiac motion correction in multi-slice X-ray CT imaging Space-time adaptive processing and detection of targets interference-intense backgrounds comprised of clutter and jamming With its detailed explanation of adaptive, synthetic-aperture, and fusion-processing schemes with near-instantaneous convergence in 2-D and 3-D sensors (including planar, circular, cylindrical, and spherical arrays), the quality and illustration of this text’s concepts and techniques will make it a favored reference.

Author : Glenn Zelniker,Fred J. Taylor
Publisher : CRC Press
Page : 694 pages
File Size : 49,8 Mb
Release : 1993-10-28
Category : Technology & Engineering
ISBN : 0824791452

Get Book

Advanced Digital Signal Processing by Glenn Zelniker,Fred J. Taylor Pdf

Provides a detailed treatment of the concepts and applications of advanced digital signal processing.

Author : PROAKIS,Nikias
Publisher : Unknown
Page : 128 pages
File Size : 46,9 Mb
Release : 2002-02
Category : Electronic
ISBN : 0130842656

Get Book

Advanced Digital Signal Processing by PROAKIS,Nikias Pdf

This textbook and reference for graduate level courses in digital signal processing can be used in a variety of courses. It includes details about deterministic signal processing, algorithms for convolution and DFT, multirate DSP, digital filter banks, wavelets and multiresolution analysis.

Author : Saeed V. Vaseghi
Publisher : Vieweg+Teubner Verlag
Page : 424 pages
File Size : 46,9 Mb
Release : 1996-05
Category : Technology & Engineering
ISBN : UCSD:31822023423569

Get Book

Advanced Signal Processing and Digital Noise Reduction by Saeed V. Vaseghi Pdf

Bayesian Estimation and classification. Hidden markov models. Wiener filters. Kalman and adaptive least squared error filters.

Author : Stergios Stergiopoulos
Publisher : CRC Press
Page : 752 pages
File Size : 52,7 Mb
Release : 2017-09-08
Category : Technology & Engineering
ISBN : 9781351369459

Get Book

Advanced Signal Processing Handbook by Stergios Stergiopoulos Pdf

Advances in digital signal processing algorithms and computer technology have combined to produce real-time systems with capabilities far beyond those of just few years ago. Nonlinear, adaptive methods for signal processing have emerged to provide better array gain performance, however, they lack the robustness of conventional algorithms. The challenge remains to develop a concept that exploits the advantages of both-a scheme that integrates these methods in practical, real-time systems. The Advanced Signal Processing Handbook helps you meet that challenge. Beyond offering an outstanding introduction to the principles and applications of advanced signal processing, it develops a generic processing structure that takes advantage of the similarities that exist among radar, sonar, and medical imaging systems and integrates conventional and nonlinear processing schemes.

Author : László Keviczky,Ruth Bars,Jenő Hetthéssy,Csilla Bányász
Publisher : Springer
Page : 532 pages
File Size : 55,8 Mb
Release : 2018-10-04
Category : Technology & Engineering
ISBN : 9789811082979

Get Book

Control Engineering by László Keviczky,Ruth Bars,Jenő Hetthéssy,Csilla Bányász Pdf

This book offers fundamental information on the analysis and synthesis of continuous and sampled data control systems. It includes all the required preliminary materials (from mathematics, signals and systems) that are needed in order to understand control theory, so readers do not have to turn to other textbooks. Sampled data systems have recently gained increasing importance, as they provide the basis for the analysis and design of computer-controlled systems. Though the book mainly focuses on linear systems, input/output approaches and state space descriptions are also provided. Control structures such as feedback, feed forward, internal model control, state feedback control, and the Youla parameterization approach are discussed, while a closing section outlines advanced areas of control theory. Though the book also contains selected examples, a related exercise book provides Matlab/Simulink exercises for all topics discussed in the textbook, helping readers to understand the theory and apply it in order to solve control problems. Thanks to this combination, readers will gain a basic grasp of systems and control, and be able to analyze and design continuous and discrete control systems.

Author : Wail A. Mousa
Publisher : Cambridge University Press
Page : 341 pages
File Size : 49,8 Mb
Release : 2020-01-16
Category : Business & Economics
ISBN : 9781107039650

Get Book

Advanced Digital Signal Processing of Seismic Data by Wail A. Mousa Pdf

Presents an advanced overview of Digital Signal Processing and its applications to exploration seismology, for electrical engineers, geophysicists and petroleum professionals.

Author : Tadeusz Wysocki,Michael Darnell,Bahram Honary
Publisher : Springer Science & Business Media
Page : 288 pages
File Size : 52,6 Mb
Release : 2006-04-18
Category : Science
ISBN : 9780306477911

Get Book

Advanced Signal Processing for Communication Systems by Tadeusz Wysocki,Michael Darnell,Bahram Honary Pdf

Advanced Signal Processing for Communication Systems consists of 20 contributions from researchers and experts. The first group of chapters deals with the audio and video processing for communications applications, including topics ranging from multimedia content delivery over the Internet, through the speech processing and recognition to recognition of non-speech sounds that can be attributed to the surrounding environment. The book also includes sections on applications of error control coding, information theory, and digital signal processing for communication systems like modulation, software-defined radio, and channel estimation. Advanced Signal Processing for Communication Systems is written for researchers working on communication systems and signal processing, as well as telecommunications industry professionals.

Author : Sergio Cerutti,Carlo Marchesi
Publisher : John Wiley & Sons
Page : 612 pages
File Size : 48,7 Mb
Release : 2011-06-09
Category : Science
ISBN : 9781118007730

Get Book

Advanced Methods of Biomedical Signal Processing by Sergio Cerutti,Carlo Marchesi Pdf

This book grew out of the IEEE-EMBS Summer Schools on Biomedical Signal Processing, which have been held annually since 2002 to provide the participants state-of-the-art knowledge on emerging areas in biomedical engineering. Prominent experts in the areas of biomedical signal processing, biomedical data treatment, medicine, signal processing, system biology, and applied physiology introduce novel techniques and algorithms as well as their clinical or physiological applications. The book provides an overview of a compelling group of advanced biomedical signal processing techniques, such as multisource and multiscale integration of information for physiology and clinical decision; the impact of advanced methods of signal processing in cardiology and neurology; the integration of signal processing methods with a modelling approach; complexity measurement from biomedical signals; higher order analysis in biomedical signals; advanced methods of signal and data processing in genomics and proteomics; and classification and parameter enhancement.

Author : John G. Proakis
Publisher : Unknown
Page : 610 pages
File Size : 53,6 Mb
Release : 1992
Category : Signal processing
ISBN : 002946367X

Get Book

Advanced Digital Signal Processing by John G. Proakis Pdf

Author : W. Kenneth Jenkins,Andrew W. Hull,Jeffrey C. Strait,Bernard A. Schnaufer,Xiaohui Li
Publisher : Springer Science & Business Media
Page : 316 pages
File Size : 40,8 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781441986580

Get Book

Advanced Concepts in Adaptive Signal Processing by W. Kenneth Jenkins,Andrew W. Hull,Jeffrey C. Strait,Bernard A. Schnaufer,Xiaohui Li Pdf

Although adaptive filtering and adaptive array processing began with research and development efforts in the late 1950's and early 1960's, it was not until the publication of the pioneering books by Honig and Messerschmitt in 1984 and Widrow and Stearns in 1985 that the field of adaptive signal processing began to emerge as a distinct discipline in its own right. Since 1984 many new books have been published on adaptive signal processing, which serve to define what we will refer to throughout this book as conventional adaptive signal processing. These books deal primarily with basic architectures and algorithms for adaptive filtering and adaptive array processing, with many of them emphasizing practical applications. Most of the existing textbooks on adaptive signal processing focus on finite impulse response (FIR) filter structures that are trained with strategies based on steepest descent optimization, or more precisely, the least mean square (LMS) approximation to steepest descent. While literally hundreds of archival research papers have been published that deal with more advanced adaptive filtering concepts, none of the current books attempt to treat these advanced concepts in a unified framework. The goal of this new book is to present a number of important, but not so well known, topics that currently exist scattered in the research literature. The book also documents some new results that have been conceived and developed through research conducted at the University of Illinois during the past five years.

Author : Stergios Stergiopoulos
Publisher : CRC Press
Page : 752 pages
File Size : 55,8 Mb
Release : 2017-09-08
Category : Technology & Engineering
ISBN : 9781351369442

Get Book

Advanced Signal Processing Handbook by Stergios Stergiopoulos Pdf

Advances in digital signal processing algorithms and computer technology have combined to produce real-time systems with capabilities far beyond those of just few years ago. Nonlinear, adaptive methods for signal processing have emerged to provide better array gain performance, however, they lack the robustness of conventional algorithms. The challenge remains to develop a concept that exploits the advantages of both-a scheme that integrates these methods in practical, real-time systems. The Advanced Signal Processing Handbook helps you meet that challenge. Beyond offering an outstanding introduction to the principles and applications of advanced signal processing, it develops a generic processing structure that takes advantage of the similarities that exist among radar, sonar, and medical imaging systems and integrates conventional and nonlinear processing schemes.

Author : Stephen H. Hall,Howard L. Heck
Publisher : John Wiley & Sons
Page : 608 pages
File Size : 42,9 Mb
Release : 2011-09-20
Category : Science
ISBN : 9781118210680

Get Book

Advanced Signal Integrity for High-Speed Digital Designs by Stephen H. Hall,Howard L. Heck Pdf

A synergistic approach to signal integrity for high-speed digital design This book is designed to provide contemporary readers with an understanding of the emerging high-speed signal integrity issues that are creating roadblocks in digital design. Written by the foremost experts on the subject, it leverages concepts and techniques from non-related fields such as applied physics and microwave engineering and applies them to high-speed digital design—creating the optimal combination between theory and practical applications. Following an introduction to the importance of signal integrity, chapter coverage includes: Electromagnetic fundamentals for signal integrity Transmission line fundamentals Crosstalk Non-ideal conductor models, including surface roughness and frequency-dependent inductance Frequency-dependent properties of dielectrics Differential signaling Mathematical requirements of physical channels S-parameters for digital engineers Non-ideal return paths and via resonance I/O circuits and models Equalization Modeling and budgeting of timing jitter and noise System analysis using response surface modeling Each chapter includes many figures and numerous examples to help readers relate the concepts to everyday design and concludes with problems for readers to test their understanding of the material. Advanced Signal Integrity for High-Speed Digital Designs is suitable as a textbook for graduate-level courses on signal integrity, for programs taught in industry for professional engineers, and as a reference for the high-speed digital designer.

Author : Amir-Homayoon Najmi
Publisher : JHU Press
Page : 303 pages
File Size : 45,9 Mb
Release : 2012-04-15
Category : Mathematics
ISBN : 9781421405599

Get Book

Wavelets by Amir-Homayoon Najmi Pdf

Introduced nearly three decades ago as a variable resolution alternative to the Fourier transform, a wavelet is a short oscillatory waveform for analysis of transients. The discrete wavelet transform has remarkable multi-resolution and energy-compaction properties. Amir-Homayoon Najmi’s introduction to wavelet theory explains this mathematical concept clearly and succinctly. Wavelets are used in processing digital signals and imagery from myriad sources. They form the backbone of the JPEG2000 compression standard, and the Federal Bureau of Investigation uses biorthogonal wavelets to compress and store its vast database of fingerprints. Najmi provides the mathematics that demonstrate how wavelets work, describes how to construct them, and discusses their importance as a tool to investigate and process signals and imagery. He reviews key concepts such as frames, localizing transforms, orthogonal and biorthogonal bases, and multi-resolution. His examples include the Haar, the Shannon, and the Daubechies families of orthogonal and biorthogonal wavelets. Our capacity and need for collecting and transmitting digital data is increasing at an astonishing rate. So too is the importance of wavelets to anyone working with and analyzing digital data. Najmi’s primer will be an indispensable resource for those in computer science, the physical sciences, applied mathematics, and engineering who wish to obtain an in-depth understanding and working knowledge of this fascinating and evolving field.