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Adaptive Filtering: Algorithms and Practical Implementation

Paulo S.R. Diniz 2008

This book presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner, using clear notations that facilitate actual implementation. Important algorithms are described in detailed tables which allow the reader to verify learned concepts. The book covers the family of LMS and algorithms as well as set-membership, sub-band, blind, IIR adaptive filtering, and more. The book is also supported by a web page maintained by the author.


Adaptive Filters

Ali H. Sayed 2008

Adaptive filtering is a topic of immense practical and theoretical value, having applications in areas ranging from digital and wireless communications to biomedical systems. This book enables readers to gain a gradual and solid introduction to the subject, its applications to a variety of topical problems, existing limitations, and extensions of current theories. The book consists of eleven parts?each part containing a series of focused lectures and ending with bibliographic comments,...


Introduction to Digital Filters: with Audio Applications

Julius O. Smith III 2007

A digital filter can be pictured as a “black box” that accepts a sequence of numbers and emits a new sequence of numbers. In digital audio signal processing applications, such number sequences usually represent sounds. For example, digital filters are used to implement graphic equalizers and other digital audio effects. This book is a gentle introduction to digital filters, including mathematical theory, illustrative examples, some audio applications, and useful software starting points....


Principles of Adaptive Filters and Self-learning Systems

Anthony Zaknich 2005

Teaches students about classical and nonclassical adaptive systems within one pair of covers

Helps tutors with time-saving course plans, ready-made practical assignments and examination guidance

The recently developed "practical sub-space adaptive filter" allows the reader to combine any set of classical and/or non-classical adaptive systems to form a powerful technology for solving complex nonlinear problems


Digital Filter Design Solutions

Jolyon M. De Freitas 2005

Digital electronic filters are becoming a key technology in a growing number of products used in industries as diverse as medicine, meteorology, finance, optics, and telecommunications. Not all developers in these varied fields have the electrical engineering expertise or the time required for selecting just the right digital filter for new product development. This book and CD-ROM package offers instant practical digital filter knowledge and supplies designers and developers with a toolkit...


Optimal Filtering

Brian D. O. Anderson 2005

This graduate-level text augments and extends beyond undergraduate studies of signal processing, particularly in regard to communication systems and digital filtering theory. Vital for students in the fields of control and communications, its contents are also relevant to students in such diverse areas as statistics, economics, bioengineering, and operations research.Topics include filtering, linear systems, and estimation; the discrete-time Kalman filter; time-invariant filters; properties...


Introduction to Digital Signal Processing and Filter Design

B. A. Shenoi 2005

A practical and accessible guide to understanding digital signal processing Introduction to Digital Signal Processing and Filter Design was developed and fine-tuned from the author's twenty-five years of experience teaching classes in digital signal processing. Following a step-by-step approach, students and professionals quickly master the fundamental concepts and applications of discrete-time signals and systems as well as the synthesis of these systems to meet specifications in the time...


Filter Design for Signal Processing using MATLAB and Mathematica

Miroslav D Lutovac 2000

A complete up-to-date reference for advanced analog and digital IIR filter design rooted in elliptic functions. Revolutionary in approach, this book opens up completely new vistas in basic analog and digital IIR filter design--regardless of the technology. By introducing exceptionally elegant and creative mathematical stratagems (e.g., accurate replacement of Jacobi elliptic functions by functions comprising polynomials, square roots, and logarithms), optimization routines carried out with...


Digital Filters

Richard W. Hamming 1997

Digital signals occur in an increasing number of applications: in telephone communications; in radio, television, and stereo sound systems; and in spacecraft transmissions, to name just a few. This introductory text examines digital filtering, the processes of smoothing, predicting, differentiating, integrating, and separating signals, as well as the removal of noise from a signal. The processes bear particular relevance to computer applications, one of the focuses of this book.Readers will...


Digital Filter Design

T. W. Parks 1987

Explains the design and implementation of digital filters on the TMS 320 Signal Processor. The TMS 320 is the leading signal processing device and is produced by Texas Instruments. This book is an applications text written for industrial users of the chip, as well as a supplementary graduate-level text in Digital Filter Design.