Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control – serie
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33 produkter
Correlative Learning
A Basis for Brain and Adaptive Systems
Av Zhe Chen, Simon Haykin m. fl.
Inbunden, 2007
2238 kr
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Correlative Learning: A Basis for Brain and Adaptive Systems provides a bridge between three disciplines: computational neuroscience, neural networks, and signal processing. First, the authors lay down the preliminary neuroscience background for engineers. The book also presents an overview of the …
Complex Valued Nonlinear Adaptive Filters
Noncircularity, Widely Linear and Neural Models
Av Danilo P. Mandic, Vanessa Su Lee Goh
Inbunden, 2009
1624 kr
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This book was written in response to the growing demand for a text that provides a unified treatment of linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals (circular and noncircular). It brings together adaptive filtering algorithms for …
Knowledge Based Radar Detection, Tracking and Classification
Av Fulvio Gini, Muralidhar Rangaswamy
Inbunden, 2008
1973 kr
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Discover the technology for the next generation of radar systems Here is the first book that brings together the key concepts essential for the application of Knowledge Based Systems (KBS) to radar detection, tracking, classification, and scheduling. The book highlights the latest advances in both …
Adaptive Signal Processing
Next Generation Solutions
Inbunden, 2010
1878 kr
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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 …
Handbook on Array Processing and Sensor Networks
Av Simon Haykin, K. J. Ray Liu
Inbunden, 2010
2848 kr
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A handbook on recent advancements and the state of the art in array processing and sensor Networks Handbook on Array Processing and Sensor Networks provides readers with a collection of tutorial articles contributed by world-renowned experts on recent advancements and the state of the art in array …
Multiple-Input Multiple-Output Channel Models
Theory and Practice
Inbunden, 2010
1470 kr
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A complete discussion of MIMO communications, from theory to real-world applicationsThe emerging wireless technology Wideband Multiple-Input, Multiple-Output (MIMO) holds the promise of greater bandwidth efficiency and wireless link reliability. This technology is just now being implemented into …
Kernel Adaptive Filtering
A Comprehensive Introduction
Av Weifeng Liu, José C. Principe m. fl.
Inbunden, 2010
1525 kr
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Online learning from a signal processing perspective There is increased interest in kernel learning algorithms in neural networks and a growing need for nonlinear adaptive algorithms in advanced signal processing, communications, and controls. Kernel Adaptive Filtering is the first book to present …
Statistical Learning Theory
Inbunden, 1998
2722 kr
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A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of empirical data. Highly applicable to a variety of computer science and robotics fields, this book offers lucid …
Principal Component Neural Networks
Theory and Applications
Av K. I. Diamantaras, S. Y. Kung
Inbunden, 1996
2339 kr
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Systematically explores the relationship between principal component analysis (PCA) and neural networks. Provides a synergistic examination of the mathematical, algorithmic, application and architectural aspects of principal component neural networks. Using a unified formulation, the authors …
Nonlinear and Adaptive Control Design
Av Miroslav Krstic, Ioannis Kanellakopoulos m. fl.
Inbunden, 1995
2609 kr
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Using a pedagogical style along with detailed proofs and illustrative examples, this book opens a view to the largely unexplored area of nonlinear systems with uncertainties. The focus is on adaptive nonlinear control results introduced with the new recursive design methodology--adaptive …
Adaptive Control of Systems with Actuator and Sensor Nonlinearities
Av Gang Tao, Petar V. Kokotovic
Inbunden, 1996
2243 kr
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An in-depth examination of intelligent approaches to increasing the accuracy of a variety of system components. Utilizing a unified, adaptive, inverse approach, the book offers electrical, mechanical, chemical, aeronautical and computer engineers methods for controlling many of the "hard" …
Fuzzy And Neural Approaches in Engineering
Av Lefteri H. Tsoukalas, Robert E. Uhrig
Inbunden, 1997
2525 kr
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Neural networks and fuzzy systems represent two distinct technologies that deal with uncertainty. This definitive book presents the fundamentals of both technologies, and demonstrates how to combine the unique capabilities of these two technologies for the greatest advantage. Steering clear of …
Robust Systems Theory and Applications
Av Ricardo S. Sánchez-Peña, Mario Sznaier
Inbunden, 1998
2384 kr
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A complete, up-to-date textbook on an increasingly importantsubject Robust Systems Theory and Applications covers both the techniquesused in linear robust control analysis/synthesis and in robust(control-oriented) identification. The main analysis and designmethods are complemented by elaborated …
MATLAB Supplement to Fuzzy and Neural Approaches in Engineering
1997
1219 kr
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This book and disk set introduces the fundamentals necessary toapply fuzzy systems, neural networks, and integrated "neurofuzzy"technology to engineering problems using MATLAB. Whether used onits own or as a companion to Fuzzy and Neural Approaches inEngineering by Lefteri H. Tsoukalas and Robert …
Space-Time Layered Information Processing for Wireless Communications
Av Mathini Sellathurai, Simon Haykin
Inbunden, 2009
1597 kr
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Discover cutting-edge research in wireless communications This book presents cutting-edge research in wireless communications, particularly in the fast-growing subject of multiple-input multiple-output (MIMO) wireless communication systems. It begins with an introduction, which includes historical …
Least-Mean-Square Adaptive Filters
Inbunden, 2003
2243 kr
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Edited by the original inventor of the technology.Includes contributions by the foremost experts in the field.The only book to cover these topics together.
Model-Based Signal Processing
Inbunden, 2005
2384 kr
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A unique treatment of signal processing using a model-based perspective Signal processing is primarily aimed at extracting useful information, while rejecting the extraneous from noisy data. If signal levels are high, then basic techniques can be applied. However, low signal levels require using …
Adaptive Control Design and Analysis
Av Gang Tao
Inbunden, 2003
2314 kr
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A systematic and unified presentation of the fundamentals of adaptive control theory in both continuous time and discrete time Today, adaptive control theory has grown to be a rigorous and mature discipline. As the advantages of adaptive systems for developing advanced applications grow apparent, …
Nonlinear Dynamical Systems
Feedforward Neural Network Perspectives
Av Irwin W. Sandberg, James T. Lo m. fl.
Inbunden, 2001
2201 kr
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The first truly up-to-date look at the theory and capabilities of nonlinear dynamical systems that take the form of feedforward neural network structuresConsidered one of the most important types of structures in the study of neural networks and neural-like networks, feedforward networks …
Regularized Radial Basis Function Networks
Theory and Applications
Inbunden, 2001
2053 kr
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Simon Haykin is a well-known author of books on neural networks.* An authoritative book dealing with cutting edge technology.* This book has no competition.
Kalman Filtering and Neural Networks
Av Simon Haykin
Inbunden, 2001
1962 kr
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State-of-the-art coverage of Kalman filter methods for the design of neural networks This self-contained book consists of seven chapters by expert contributors that discuss Kalman filtering as applied to the training and use of neural networks. Although the traditional approach to the subject is …
Independent Component Analysis
Av Aapo Hyvärinen, Juha Karhunen m. fl.
Inbunden, 2001
2325 kr
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A comprehensive introduction to ICA for students and practitionersIndependent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new …
Intelligent Image Processing
Av Steve Mann
Inbunden, 2001
2021 kr
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Intelligent Image Processing describes the EyeTap technology that allows non-invasive tapping into the human eye through devices built into eyeglass frames. This isn't merely about a computer screen inside eyeglasses, but rather the ability to have a shared telepathic experience among viewers. …
Stable Adaptive Control and Estimation for Nonlinear Systems
Neural and Fuzzy Approximator Techniques
Av Jeffrey T. Spooner, Manfredi Maggiore m. fl.
Inbunden, 2002
2131 kr
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Includes a solution manual for problems.Provides MATLAB code for examples and solutions.Deals with robust systems in both theory and practice.
Acoustic Echo and Noise Control
A Practical Approach
Av Eberhard Hänsler, Gerhard Schmidt
Inbunden, 2004
1934 kr
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Authors are well known and highly recognized by the "acoustic echo and noise community."Presents a detailed description of practical methods to control echo and noiseDevelops a statistical theory for optimal control parameters and presents practical estimation and approximation methods
Recurrent Neural Networks for Prediction
Learning Algorithms, Architectures and Stability
Av Danilo P. Mandic, Jonathon A. Chambers
Inbunden, 2001
2509 kr
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New technologies in engineering, physics and biomedicine are demanding increasingly complex methods of digital signal processing. By presenting the latest research work the authors demonstrate how real-time recurrent neural networks (RNNs) can be implemented to expand the range of traditional …
Roots of Backpropagation
From Ordered Derivatives to Neural Networks and Political Forecasting
Inbunden, 1994
2455 kr
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Now, for the first time, publication of the landmark work inbackpropagation! Scientists, engineers, statisticians, operationsresearchers, and other investigators involved in neural networkshave long sought direct access to Paul Werbos's groundbreaking,much-cited 1974 Harvard doctoral thesis, The …
Adaptive Approximation Based Control
Unifying Neural, Fuzzy and Traditional Adaptive Approximation Approaches
Av Jay A. Farrell, Marios M. Polycarpou
Inbunden, 2006
1878 kr
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A highly accessible and unified approach to the design and analysis of intelligent control systems Adaptive Approximation Based Control is a tool every control designer should have in his or her control toolbox. Mixing approximation theory, parameter estimation, and feedback control, this book …
Fundamentals of Cognitive Radio
Av Peyman Setoodeh, Simon Haykin
Inbunden, 2017
1489 kr
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A comprehensive treatment of cognitive radio networks and the specialized techniques used to improve wireless communicationsThe human brain, as exemplified by cognitive radar, cognitive radio, and cognitive computing, inspires the field of Cognitive Dynamic Systems. In particular, cognitive radio …
Radio Resource Management in Multi-Tier Cellular Wireless Networks
Av Ekram Hossain, Long Bao Le m. fl.
Inbunden, 2013
1484 kr
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Providing an extensive overview of the radio resource management problem in femtocell networks, this invaluable book considers both code division multiple access femtocells and orthogonal frequency-division multiple access femtocells. In addition to incorporating current research on this topic, the …
