Partial Update Adaptive Signal Processing

Partial-update adaptive signal processing algorithms not only permit significant complexity reduction in adaptive filter implementations, but can also improve adaptive filter performance in telecommunications applications. This book gives state-of-the-art methods for the design and development of partial-update adaptive signal processing algorithms for use in systems development. Partial-Update Adaptive Signal Processing provides a comprehensive coverage of key partial updating schemes, giving detailed information on the theory and applications of acoustic and network echo cancellation, channel equalization and multiuser detection. It also examines convergence and stability issues for partial update algorithms, providing detailed complexity analysis and a unifying treatment of partial-update techniques. Features: • Advanced analysis and design tools • Application examples illustrating the use of partial-update adaptive signal processing • MATLAB codes for developed algorithms This unique reference will be of interest to signal processing and communications engineers, researchers, R&D engineers and graduate students. "This is a very systematic and methodical treatment of an adaptive signal processing topic, of particular significance in power limited applications such as in wireless communication systems and smart ad hoc sensor networks. I am very happy to have this book on my shelf, not to gather dust, but to be consulted and used in my own research and teaching activities" – Professor A. G. Constantinides, Imperial College, London About the author: Kutluyil Dogançay is an associate professor of Electrical Engineering at the University of South Australia. His research interests span statistical and adaptive signal processing and he serves as a consultant to defence and private industry. He was the Signal Processing and Communications Program Chair of IDC Conference 2007, and is currently chair of the IEEE South Australia Communications and Signal Processing Chapter. Advanced analysis and design tools Algorithm summaries in tabular format Case studies illustrate the application of partial update adaptive signal processing

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  • Author : Kutluyil Dogancay
  • Publisher : Academic Press
  • Pages : 296 pages
  • ISBN : 9780080921150
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKPartial Update Adaptive Signal Processing

Partial-Update Adaptive Signal Processing

Partial-Update Adaptive Signal Processing
  • Author : Kutluyil Dogancay
  • Publisher : Academic Press
  • Release : 17 September 2008
GET THIS BOOKPartial-Update Adaptive Signal Processing

Partial-update adaptive signal processing algorithms not only permit significant complexity reduction in adaptive filter implementations, but can also improve adaptive filter performance in telecommunications applications. This book gives state-of-the-art methods for the design and development of partial-update adaptive signal processing algorithms for use in systems development. Partial-Update Adaptive Signal Processing provides a comprehensive coverage of key partial updating schemes, giving detailed information on the theory and applications of acoustic and network echo cancellation, channel equalization and multiuser detection. It also

Partial Update Least-Square Adaptive Filtering

Partial Update Least-Square Adaptive Filtering
  • Author : Bei Xie,Tamal Bose
  • Publisher : Morgan & Claypool Publishers
  • Release : 01 May 2014
GET THIS BOOKPartial Update Least-Square Adaptive Filtering

Adaptive filters play an important role in the fields related to digital signal processing and communication, such as system identification, noise cancellation, channel equalization, and beamforming. In practical applications, the computational complexity of an adaptive filter is an important consideration. The Least Mean Square (LMS) algorithm is widely used because of its low computational complexity ($O(N)$) and simplicity in implementation. The least squares algorithms, such as Recursive Least Squares (RLS), Conjugate Gradient (CG), and Euclidean Direction Search (EDS), can

Artificial Intelligence and Computational Intelligence

Artificial Intelligence and Computational Intelligence
  • Author : Hepu Deng,Duoqian Miao,Jingsheng Lei,Fu Lee Wang
  • Publisher : Springer Science & Business Media
  • Release : 12 September 2011
GET THIS BOOKArtificial Intelligence and Computational Intelligence

This three-volume proceedings contains revised selected papers from the Second International Conference on Artificial Intelligence and Computational Intelligence, AICI 2011, held in Taiyuan, China, in September 2011. The total of 265 high-quality papers presented were carefully reviewed and selected from 1073 submissions. The topics of Part I covered are: applications of artificial intelligence; applications of computational intelligence; automated problem solving; biomedical inforamtics and computation; brain models/cognitive science; data mining and knowledge discovering; distributed AI and agents; evolutionary programming; expert and decision support systems;

Speech and Computer

Speech and Computer
  • Author : Albert Ali Salah,Alexey Karpov,Rodmonga Potapova
  • Publisher : Springer
  • Release : 14 September 2019
GET THIS BOOKSpeech and Computer

This book constitutes the proceedings of the 21st International Conference on Speech and Computer, SPECOM 2019, held in Istanbul, Turkey, in August 2019. The 57 papers presented were carefully reviewed and selected from 86 submissions. The papers present current research in the area of computer speech processing including audio signal processing, automatic speech recognition, speaker recognition, computational paralinguistics, speech synthesis, sign language and multimodal processing, and speech and language resources.

Adaptive Filtering

Adaptive Filtering
  • Author : Paulo S R Diniz
  • Publisher : Springer Science & Business Media
  • Release : 06 December 2012
GET THIS BOOKAdaptive Filtering

The field of Digital Signal Processing has developed so fast in the last two decades that it can be found in the graduate and undergraduate programs of most universities. This development is related to the growing available techno logies for implementing digital signal processing algorithms. The tremendous growth of development in the digital signal processing area has turned some of its specialized areas into fields themselves. If accurate information of the signals to be processed is available, the designer can

Wireless Communication Systems

Wireless Communication Systems
  • Author : Xiaodong Wang,H. Vincent Poor
  • Publisher : Prentice Hall Professional
  • Release : 03 March 2021
GET THIS BOOKWireless Communication Systems

Wireless Communication Systems: Advanced Techniques for Signal Receptionoffers a unified frameworkfor understanding today's newest techniques for signal processing in communication systems - andusing them to design receivers for emerging wireless systems. Two leading researchers cover a fullrange of physical-layer issues, including multipath, dispersion, interference, dynamism, andmultiple-antenna systems. Topics include blind, group-blind, space-time, and turbo multiuserdetection; narrowband interference suppression; Monte Carlo Bayesian signal processing; fast fadingchannels; advanced signal processing in coded OFDM systems, and more.

Adaptive Filters

Adaptive Filters
  • Author : Behrouz Farhang-Boroujeny
  • Publisher : John Wiley & Sons
  • Release : 02 April 2013
GET THIS BOOKAdaptive Filters

This second edition of Adaptive Filters: Theory andApplications has been updated throughout to reflect the latestdevelopments in this field; notably an increased coverage given tothe practical applications of the theory to illustrate the muchbroader range of adaptive filters applications developed in recentyears. The book offers an easy to understand approach to the theoryand application of adaptive filters by clearly illustrating how thetheory explained in the early chapters of the book is modified forthe various applications discussed in detail in later

Fundamentals of Adaptive Filtering

Fundamentals of Adaptive Filtering
  • Author : Ali H. Sayed
  • Publisher : John Wiley & Sons
  • Release : 13 June 2003
GET THIS BOOKFundamentals of Adaptive Filtering

This book is based on a graduate level course offered by the author at UCLA and has been classed tested there and at other universities over a number of years. This will be the most comprehensive book on the market today providing instructors a wide choice in designing their courses. * Offers computer problems to illustrate real life applications for students and professionals alike * An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the

Adaptive Blind Signal and Image Processing

Adaptive Blind Signal and Image Processing
  • Author : Andrzej Cichocki,Shun-ichi Amari
  • Publisher : John Wiley & Sons
  • Release : 14 June 2002
GET THIS BOOKAdaptive Blind Signal and Image Processing

With solid theoretical foundations and numerous potential applications, Blind Signal Processing (BSP) is one of the hottest emerging areas in Signal Processing. This volume unifies and extends the theories of adaptive blind signal and image processing and provides practical and efficient algorithms for blind source separation: Independent, Principal, Minor Component Analysis, and Multichannel Blind Deconvolution (MBD) and Equalization. Containing over 1400 references and mathematical expressions Adaptive Blind Signal and Image Processing delivers an unprecedented collection of useful techniques for adaptive blind

Communications, Signal Processing, and Systems

Communications, Signal Processing, and Systems
  • Author : Qilian Liang,Jiasong Mu,Min Jia,Wei Wang,Xuhong Feng,Baoju Zhang
  • Publisher : Springer
  • Release : 07 June 2018
GET THIS BOOKCommunications, Signal Processing, and Systems

This book brings together papers presented at the 2017 International Conference on Communications, Signal Processing, and Systems (ICCSP 2017), which was held on July 14–17, 2017 in Harbin, China. Presenting the latest developments and discussing the interactions and links between these multidisciplinary fields, the book spans topics ranging from communications, signal processing and systems. It is aimed at undergraduate and graduate electrical engineering, computer science and mathematics students, researchers and engineers from academia and industry as well as government employees.

Adaptive Signal Processing

Adaptive Signal Processing
  • Author : Tülay Adali,Simon Haykin
  • Publisher : John Wiley & Sons
  • Release : 25 June 2010
GET THIS BOOKAdaptive Signal Processing

Leading experts present the latest research results in adaptive signal processing Recent developments in signal processing have made it clear that significant performance gains can be achieved beyond those achievable using standard adaptive filtering approaches. Adaptive Signal Processing presents the next generation of algorithms that will produce these desired results, with an emphasis on important applications and theoretical advancements. This highly unique resource brings together leading authorities in the field writing on the key topics of significance, each at the

Adaptive Signal Models

Adaptive Signal Models
  • Author : Michael M. Goodwin
  • Publisher : Springer Science & Business Media
  • Release : 10 September 2012
GET THIS BOOKAdaptive Signal Models

Adaptive Signal Models: Theory, Algorithms and Audio Applications presents methods for deriving mathematical models of natural signals. The introduction covers the fundamentals of analysis-synthesis systems and signal representations. Some of the topics in the introduction include perfect and near-perfect reconstruction, the distinction between parametric and nonparametric methods, the role of compaction in signal modeling, basic and overcomplete signal expansions, and time-frequency resolution issues. These topics arise throughout the book as do a number of other topics such as filter banks

Subband Adaptive Filtering

Subband Adaptive Filtering
  • Author : Kong-Aik Lee,Woon-Seng Gan,Sen M. Kuo
  • Publisher : John Wiley & Sons
  • Release : 06 July 2009
GET THIS BOOKSubband Adaptive Filtering

Subband adaptive filtering is rapidly becoming one of the most effective techniques for reducing computational complexity and improving the convergence rate of algorithms in adaptive signal processing applications. This book provides an introductory, yet extensive guide on the theory of various subband adaptive filtering techniques. For beginners, the authors discuss the basic principles that underlie the design and implementation of subband adaptive filters. For advanced readers, a comprehensive coverage of recent developments, such as multiband tap–weight adaptation, delayless architectures,

Introduction to Adaptive Arrays

Introduction to Adaptive Arrays
  • Author : Robert A. Monzingo,Thomas W. Miller
  • Publisher : SciTech Publishing
  • Release : 03 March 1980
GET THIS BOOKIntroduction to Adaptive Arrays

Introduction to Adaptive Arrays serves as an introduction to the subject of adaptive sensor systems whose principle purpose is to enhance the detection and reception of certain desired signals. The field of array sensor systems is now a maturing technology. With applications of these systems growing more and more numerous, there is a wealth of widely scattered literature on various aspects of such systems. Unfortunately, few books attempt to provide an integrated treatment of the entire system that gives the

Adaptive Filters

Adaptive Filters
  • Author : Ali H. Sayed
  • Publisher : John Wiley & Sons
  • Release : 11 October 2011
GET THIS BOOKAdaptive Filters

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, problems, and computer projects with MATLAB solutions.