Nonlinear Channel Models And Their Simulations

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Nonlinear Channel Models And Their Simulations

Author : Yecai Guo
Publisher : World Scientific
ISBN 13 : 9811249466
Total Pages : 449 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Nonlinear Channel Models And Their Simulations by : Yecai Guo

Download or read book Nonlinear Channel Models And Their Simulations written by Yecai Guo and published by World Scientific. This book was released on 2022-06-27 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive compendium highlights the research results of nonlinear channel modeling and simulation. Nonlinear channels include nonlinear satellite channels, nonlinear Volterra channels, molecular MIMO channels, etc.This volume involves wavelet theory, neural network, echo state network, machine learning, support vector machine, chaos calculation, principal component analysis, Markov chain model, correlation entropy, fuzzy theory and other theories for nonlinear channel modeling and equalization.The useful reference text enriches the theoretical system of nonlinear channel modeling and improving the means of establishing nonlinear channel model. It is suitable for engineering technicians, researchers and graduate students in information and communication engineering, and control science and engineering, intelligent science and technology.

Adaptive Learning Methods for Nonlinear System Modeling

Author : Danilo Comminiello
Publisher : Butterworth-Heinemann
ISBN 13 : 0128129778
Total Pages : 390 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Adaptive Learning Methods for Nonlinear System Modeling by : Danilo Comminiello

Download or read book Adaptive Learning Methods for Nonlinear System Modeling written by Danilo Comminiello and published by Butterworth-Heinemann. This book was released on 2018-06-11 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive Learning Methods for Nonlinear System Modeling presents some of the recent advances on adaptive algorithms and machine learning methods designed for nonlinear system modeling and identification. Real-life problems always entail a certain degree of nonlinearity, which makes linear models a non-optimal choice. This book mainly focuses on those methodologies for nonlinear modeling that involve any adaptive learning approaches to process data coming from an unknown nonlinear system. By learning from available data, such methods aim at estimating the nonlinearity introduced by the unknown system. In particular, the methods presented in this book are based on online learning approaches, which process the data example-by-example and allow to model even complex nonlinearities, e.g., showing time-varying and dynamic behaviors. Possible fields of applications of such algorithms includes distributed sensor networks, wireless communications, channel identification, predictive maintenance, wind prediction, network security, vehicular networks, active noise control, information forensics and security, tracking control in mobile robots, power systems, and nonlinear modeling in big data, among many others. This book serves as a crucial resource for researchers, PhD and post-graduate students working in the areas of machine learning, signal processing, adaptive filtering, nonlinear control, system identification, cooperative systems, computational intelligence. This book may be also of interest to the industry market and practitioners working with a wide variety of nonlinear systems. - Presents the key trends and future perspectives in the field of nonlinear signal processing and adaptive learning. - Introduces novel solutions and improvements over the state-of-the-art methods in the very exciting area of online and adaptive nonlinear identification. - Helps readers understand important methods that are effective in nonlinear system modelling, suggesting the right methodology to address particular issues.

Nonlinear Circuit Simulation and Modeling

Author : José Carlos Pedro
Publisher : Cambridge University Press
ISBN 13 : 1108646417
Total Pages : 362 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Nonlinear Circuit Simulation and Modeling by : José Carlos Pedro

Download or read book Nonlinear Circuit Simulation and Modeling written by José Carlos Pedro and published by Cambridge University Press. This book was released on 2018-06-14 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the nonlinear methods and tools needed to design real-world microwave circuits with this tutorial guide. Balancing theoretical background with practical tools and applications, it covers everything from the basic properties of nonlinear systems such as gain compression, intermodulation and harmonic distortion, to nonlinear circuit analysis and simulation algorithms, and state-of-the-art equivalent circuit and behavioral modeling techniques. Model formulations discussed in detail include time-domain transistor compact models and frequency-domain linear and nonlinear scattering models. Learn how to apply these tools to designing real circuits with the help of a power amplifier design example, which covers all stages from active device model extraction and the selection of bias and terminations, through to performance verification. Realistic examples, illustrative insights and clearly conveyed mathematical formalism make this an essential learning aid for both professionals working in microwave and RF engineering and graduate students looking for a hands-on guide to microwave circuit design.

Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems

Author : Han-Xiong Li
Publisher : Springer Science & Business Media
ISBN 13 : 940070741X
Total Pages : 175 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems by : Han-Xiong Li

Download or read book Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems written by Han-Xiong Li and published by Springer Science & Business Media. This book was released on 2011-02-24 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this volume is to provide a brief review of the previous work on model reduction and identifi cation of distributed parameter systems (DPS), and develop new spatio-temporal models and their relevant identifi cation approaches. In this book, a systematic overview and classifi cation on the modeling of DPS is presented fi rst, which includes model reduction, parameter estimation and system identifi cation. Next, a class of block-oriented nonlinear systems in traditional lumped parameter systems (LPS) is extended to DPS, which results in the spatio-temporal Wiener and Hammerstein systems and their identifi cation methods. Then, the traditional Volterra model is extended to DPS, which results in the spatio-temporal Volterra model and its identification algorithm. All these methods are based on linear time/space separation. Sometimes, the nonlinear time/space separation can play a better role in modeling of very complex processes. Thus, a nonlinear time/space separation based neural modeling is also presented for a class of DPS with more complicated dynamics. Finally, all these modeling approaches are successfully applied to industrial thermal processes, including a catalytic rod, a packed-bed reactor and a snap curing oven. The work is presented giving a unifi ed view from time/space separation. The book also illustrates applications to thermal processes in the electronics packaging and chemical industry. This volume assumes a basic knowledge about distributed parameter systems, system modeling and identifi cation. It is intended for researchers, graduate students and engineers interested in distributed parameter systems, nonlinear systems, and process modeling and control.

Nonlinear Circuit Simulation and Modeling

Author : José Carlos Pedro
Publisher : Cambridge University Press
ISBN 13 : 1107140595
Total Pages : 361 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Nonlinear Circuit Simulation and Modeling by : José Carlos Pedro

Nonlinear Distortion in Wireless Systems

Author : Khaled M. Gharaibeh
Publisher : John Wiley & Sons
ISBN 13 : 1119964113
Total Pages : 387 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Nonlinear Distortion in Wireless Systems by : Khaled M. Gharaibeh

Download or read book Nonlinear Distortion in Wireless Systems written by Khaled M. Gharaibeh and published by John Wiley & Sons. This book was released on 2011-12-07 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the principles of modeling and simulation of nonlinear distortion in wireless communication systems with MATLAB simulations and techniques In this book, the author describes the principles of modeling and simulation of nonlinear distortion in single and multichannel wireless communication systems using both deterministic and stochastic signals. Models and simulation methods of nonlinear amplifiers explain in detail how to analyze and evaluate the performance of data communication links under nonlinear amplification. The book addresses the analysis of nonlinear systems with stochastic inputs and establishes the performance metrics of communication systems with regard to nonlinearity. In addition, the author also discusses the problem of how to embed models of distortion in system-level simulators such as MATLAB and MATLAB Simulink and provides practical techniques that professionals can use on their own projects. Finally, the book explores simulation and programming issues and provides a comprehensive reference of simulation tools for nonlinearity in wireless communication systems. Key Features: Covers the theory, models and simulation tools needed for understanding nonlinearity and nonlinear distortion in wireless systems Presents simulation and modeling techniques for nonlinear distortion in wireless channels using MATLAB Uses random process theory to develop simulation tools for predicting nonlinear system performance with real-world wireless communication signals Focuses on simulation examples of real-world communication systems under nonlinearity Includes an accompanying website containing MATLAB code This book will be an invaluable reference for researchers, RF engineers, and communication system engineers working in the field. Graduate students and professors undertaking related courses will also find the book of interest.

Data-Driven Science and Engineering

Author : Steven L. Brunton
Publisher : Cambridge University Press
ISBN 13 : 1009098489
Total Pages : 615 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Data-Driven Science and Engineering by : Steven L. Brunton

Download or read book Data-Driven Science and Engineering written by Steven L. Brunton and published by Cambridge University Press. This book was released on 2022-05-05 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

Soft Computing in Communications

Author : Lipo Wang
Publisher : Springer Science & Business Media
ISBN 13 : 9783540405757
Total Pages : 424 pages
Book Rating : 4.4/5 (57 download)

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Book Synopsis Soft Computing in Communications by : Lipo Wang

Download or read book Soft Computing in Communications written by Lipo Wang and published by Springer Science & Business Media. This book was released on 2003-09-05 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soft computing, as opposed to conventional "hard" computing, tolerates imprecision and uncertainty, in a way very much similar to the human mind. Soft computing techniques include neural networks, evolutionary computation, fuzzy logic, and chaos. The recent years have witnessed tremendous success of these powerful methods in virtually all areas of science and technology, as evidenced by the large numbers of research results published in a variety of journals, conferences, as weil as many excellent books in this book series on Studies in Fuzziness and Soft Computing. This volume is dedicated to recent novel applications of soft computing in communications. The book is organized in four Parts, i.e., (1) neural networks, (2) evolutionary computation, (3) fuzzy logic and neurofuzzy systems, and (4) kernel methods. Artificial neural networks consist of simple processing elements called neurons, which are connected by weights that may be adjusted during learning. Part 1 of the book has seven chapters, demonstrating some of the capabilities of two major types of neural networks, i.e., multiplayer perceptron (MLP) neural networks and Hopfield-type neural networks.

Nonlinear Speech Modeling and Applications

Author : Gerard Chollet
Publisher : Springer
ISBN 13 : 3540318860
Total Pages : 444 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Nonlinear Speech Modeling and Applications by : Gerard Chollet

Download or read book Nonlinear Speech Modeling and Applications written by Gerard Chollet and published by Springer. This book was released on 2005-07-12 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the revised tutorial lectures given at the International Summer School on Nonlinear Speech Processing-Algorithms and Analysis held in Vietri sul Mare, Salerno, Italy in September 2004. The 14 revised tutorial lectures by leading international researchers are organized in topical sections on dealing with nonlinearities in speech signals, acoustic-to-articulatory modeling of speech phenomena, data driven and speech processing algorithms, and algorithms and models based on speech perception mechanisms. Besides the tutorial lectures, 15 revised reviewed papers are included presenting original research results on task oriented speech applications.

Advances in Neural Networks - ISNN 2005

Author : Jun Wang
Publisher : Springer Science & Business Media
ISBN 13 : 3540259147
Total Pages : 1123 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Advances in Neural Networks - ISNN 2005 by : Jun Wang

Download or read book Advances in Neural Networks - ISNN 2005 written by Jun Wang and published by Springer Science & Business Media. This book was released on 2005-05-17 with total page 1123 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book and its sister volumes constitute the proceedings of the 2nd International Symposium on Neural Networks (ISNN 2005). ISNN 2005 was held in the beautiful mountain city Chongqing by the upper Yangtze River in southwestern China during May 30–June 1, 2005, as a sequel of ISNN 2004 successfully held in Dalian, China.

Simulation of Communication Systems

Author : Michel C. Jeruchim
Publisher : Springer Science & Business Media
ISBN 13 : 0306469715
Total Pages : 920 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Simulation of Communication Systems by : Michel C. Jeruchim

Download or read book Simulation of Communication Systems written by Michel C. Jeruchim and published by Springer Science & Business Media. This book was released on 2006-04-11 with total page 920 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the first edition of this book was published seven years ago, the field of modeling and simulation of communication systems has grown and matured in many ways, and the use of simulation as a day-to-day tool is now even more common practice. With the current interest in digital mobile communications, a primary area of application of modeling and simulation is now in wireless systems of a different flavor from the `traditional' ones. This second edition represents a substantial revision of the first, partly to accommodate the new applications that have arisen. New chapters include material on modeling and simulation of nonlinear systems, with a complementary section on related measurement techniques, channel modeling and three new case studies; a consolidated set of problems is provided at the end of the book.

Radio Propagation Measurements and Channel Modeling

Author : Theodore S. Rappaport
Publisher : Cambridge University Press
ISBN 13 : 1009100718
Total Pages : 305 pages
Book Rating : 4.0/5 (91 download)

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Book Synopsis Radio Propagation Measurements and Channel Modeling by : Theodore S. Rappaport

Download or read book Radio Propagation Measurements and Channel Modeling written by Theodore S. Rappaport and published by Cambridge University Press. This book was released on 2022-08-25 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete guide for creating accurate channel-propagation measurements and channel models at millimeter-wave and sub-terahertz bands. Including examples, this book provides practical guidance on RF propagation channels, including measurement system verification and an overview of current and future channel models for these frequencies.

Device Modeling for Analog and RF CMOS Circuit Design

Author : Trond Ytterdal
Publisher : John Wiley & Sons
ISBN 13 : 0470864346
Total Pages : 306 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Device Modeling for Analog and RF CMOS Circuit Design by : Trond Ytterdal

Download or read book Device Modeling for Analog and RF CMOS Circuit Design written by Trond Ytterdal and published by John Wiley & Sons. This book was released on 2003-08-01 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bridges the gap between device modelling and analog circuit design. Includes dedicated software enabling actual circuit design. Covers the three significant models: BSIM3, Model 9 &, and EKV. Presents practical guidance on device development and circuit implementation. The authors offer a combination of extensive academic and industrial experience.

Signal Processing for Mobile Communications Handbook

Author : Mohamed Ibnkahla
Publisher : CRC Press
ISBN 13 : 0203496515
Total Pages : 872 pages
Book Rating : 4.2/5 (34 download)

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Book Synopsis Signal Processing for Mobile Communications Handbook by : Mohamed Ibnkahla

Download or read book Signal Processing for Mobile Communications Handbook written by Mohamed Ibnkahla and published by CRC Press. This book was released on 2004-08-16 with total page 872 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, a wealth of research has emerged addressing various aspects of mobile communications signal processing. New applications and services are continually arising, and future mobile communications offer new opportunities and exciting challenges for signal processing. The Signal Processing for Mobile Communications Handbook provi

Nonlinear Modeling and Applications, Volume 2

Author : Tom Proulx
Publisher : Springer Science & Business Media
ISBN 13 : 1441997199
Total Pages : 186 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Nonlinear Modeling and Applications, Volume 2 by : Tom Proulx

Download or read book Nonlinear Modeling and Applications, Volume 2 written by Tom Proulx and published by Springer Science & Business Media. This book was released on 2011-05-20 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This the second volume of five from the 28th IMAC on Structural Dynamics and Renewable Energy, 2010, bringing together 17 chapters on Applications of Non-Linear Dynamics. It presents early findings from experimental and computational investigations on Non-Linear Dynamics including studies on Dynamics of a System of Coupled Oscillators with Geometrically Nonlinear Damping, Assigning the Nonlinear Distortions of a Two-input Single-output System, A Multi-harmonic Approach to Updating Locally Nonlinear Structures, A Block Rocking on a Seesawing Foundation, and Enhanced Order Reduction of Forced Nonlinear Systems Using New Ritz Vectors.

Kinematic Wave Modeling in Water Resources

Author : Vijay P. Singh
Publisher : John Wiley & Sons
ISBN 13 : 9780471109457
Total Pages : 1424 pages
Book Rating : 4.1/5 (94 download)

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Book Synopsis Kinematic Wave Modeling in Water Resources by : Vijay P. Singh

Download or read book Kinematic Wave Modeling in Water Resources written by Vijay P. Singh and published by John Wiley & Sons. This book was released on 1996-03-29 with total page 1424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kinematic wave modeling methods are gaining wide acceptance as a fast and accurate way of handling a wide range of water modeling problems. This is the first book to provide a thorough reference to the application of KW methods to such problems as the spatial representation of watersheds, overland flow routing, and channel flow routing.

Cerebral Cortex

Author : Philip S. Ulinski
Publisher : Springer Science & Business Media
ISBN 13 : 9780306457272
Total Pages : 612 pages
Book Rating : 4.4/5 (572 download)

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Book Synopsis Cerebral Cortex by : Philip S. Ulinski

Download or read book Cerebral Cortex written by Philip S. Ulinski and published by Springer Science & Business Media. This book was released on 1999-02-28 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is devoted to mathematical models of the cortex. Computational models of individual neurons and ensembles of neurons are increasingly used in research on cortical organization and function. This is, in part, because of the now ubiquitous presence of powerful and affordable computers. The volume begins with a short history of models of cortical neurons and circuitry that introduces the principal modeling styles. An attempt has been made throughout the volume to make it accessible to readers with minimal mathematical backgrounds.