Signals Systems And Inference

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Signals, Systems and Inference, Global Edition

Author : Alan V. Oppenheim
Publisher :
ISBN 13 : 9781292156200
Total Pages : 608 pages
Book Rating : 4.1/5 (562 download)

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Book Synopsis Signals, Systems and Inference, Global Edition by : Alan V. Oppenheim

Download or read book Signals, Systems and Inference, Global Edition written by Alan V. Oppenheim and published by . This book was released on 2016-11-03 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: For upper-level undergraduate courses in deterministic and stochastic signals and system engineering An Integrative Approach to Signals, Systems and Inference Signals, Systems and Inference is a comprehensive text that builds on introductory courses in time- and frequency-domain analysis of signals and systems, and in probability. Directed primarily to upper-level undergraduates and beginning graduate students in engineering and applied science branches, this new textbook pioneers a novel course of study. Instead of the usual leap from broad introductory subjects to highly specialized advanced subjects, this engaging and inclusive text creates a study track for a transitional course. Properties and representations of deterministic signals and systems are reviewed and elaborated on, including group delay and the structure and behavior of state-space models. The text also introduces and interprets correlation functions and power spectral densities for describing and processing random signals. Application contexts include pulse amplitude modulation, observer-based feedback control, optimum linear filters for minimum mean-square-error estimation, and matched filtering for signal detection. Model-based approaches to inference are emphasized, in particular for state estimation, signal estimation, and signal detection. The text explores ideas, methods and tools common to numerous fields involving signals, systems and inference: signal processing, control, communication, time-series analysis, financial engineering, biomedicine, and many others. Signals, Systems and Inference is a long-awaited and flexible text that can be used for a rigorous course in a broad range of engineering and applied science curricula.

Signals, Systems and Inference

Author : Alan V. Oppenheim
Publisher : Pearson
ISBN 13 : 0133944212
Total Pages : 604 pages
Book Rating : 4.1/5 (339 download)

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Book Synopsis Signals, Systems and Inference by : Alan V. Oppenheim

Download or read book Signals, Systems and Inference written by Alan V. Oppenheim and published by Pearson. This book was released on 2015-03-30 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. For upper-level undergraduate courses in deterministic and stochastic signals and system engineering An Integrative Approach to Signals, Systems and Inference Signals, Systems and Inference is a comprehensive text that builds on introductory courses in time- and frequency-domain analysis of signals and systems, and in probability. Directed primarily to upper-level undergraduates and beginning graduate students in engineering and applied science branches, this new textbook pioneers a novel course of study. Instead of the usual leap from broad introductory subjects to highly specialized advanced subjects, this engaging and inclusive text creates a study track for a transitional course. Properties and representations of deterministic signals and systems are reviewed and elaborated on, including group delay and the structure and behavior of state-space models. The text also introduces and interprets correlation functions and power spectral densities for describing and processing random signals. Application contexts include pulse amplitude modulation, observer-based feedback control, optimum linear filters for minimum mean-square-error estimation, and matched filtering for signal detection. Model-based approaches to inference are emphasized, in particular for state estimation, signal estimation, and signal detection. The text explores ideas, methods and tools common to numerous fields involving signals, systems and inference: signal processing, control, communication, time-series analysis, financial engineering, biomedicine, and many others. Signals, Systems, and Inference is a long-awaited and flexible text that can be used for a rigorous course in a broad range of engineering and applied science curricula.

Signals, Systems and Inference

Author : Alan V. Oppenheim
Publisher :
ISBN 13 :
Total Pages : 248 pages
Book Rating : 4.:/5 (1 download)

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Book Synopsis Signals, Systems and Inference by : Alan V. Oppenheim

Download or read book Signals, Systems and Inference written by Alan V. Oppenheim and published by . This book was released on 2010 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This course examines signals, systems and inference as unifying themes in communication, control and signal processing. Topics include input-output and state-space models of linear systems driven by deterministic and random signals; time- and transform-domain representations in discrete and continuous time; group delay; state feedback and observers; probabilistic models; stochastic processes, correlation functions, power spectra, spectral factorization; least-mean square error estimation; Wiener filtering; hypothesis testing; detection; matched filters.

Signals, Systems & Inference

Author : Alan V. Oppenheim
Publisher :
ISBN 13 : 9780133943283
Total Pages : 0 pages
Book Rating : 4.9/5 (432 download)

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Book Synopsis Signals, Systems & Inference by : Alan V. Oppenheim

Download or read book Signals, Systems & Inference written by Alan V. Oppenheim and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text combines and extends basic material on the time- and frequency-domain analysis of signals and systems and on pro in ways that are relevant and even essential in many areas of and the applied sciences — signal processing, control, commune financial engineering, biomedicine, and many others. Properties and representations of deterministic signals and systems are elaborated on, including group delay and the structure and behavior of state-space models. The text also introduces and interprets correlation functions and power spectral densities for describing and processing random signals. Application contexts include pulse amplitude modulation, observer-based feedback control, optimum linear filters for minimum mean-square-error estimation, and matched filtering. Model-based approaches to inference are emphasized, in particular for state estimation, signal estimation, and signal detection.

Random Signal Analysis in Engineering Systems

Author : John Komo
Publisher : Elsevier
ISBN 13 : 0323156274
Total Pages : 317 pages
Book Rating : 4.3/5 (231 download)

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Book Synopsis Random Signal Analysis in Engineering Systems by : John Komo

Download or read book Random Signal Analysis in Engineering Systems written by John Komo and published by Elsevier. This book was released on 1987-01-01 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Random Signal Analysis in Engineering Systems

Evidence-Based Technical Analysis

Author : David Aronson
Publisher : John Wiley & Sons
ISBN 13 : 1118160584
Total Pages : 572 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Evidence-Based Technical Analysis by : David Aronson

Download or read book Evidence-Based Technical Analysis written by David Aronson and published by John Wiley & Sons. This book was released on 2011-07-11 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evidence-Based Technical Analysis examines how you can apply the scientific method, and recently developed statistical tests, to determine the true effectiveness of technical trading signals. Throughout the book, expert David Aronson provides you with comprehensive coverage of this new methodology, which is specifically designed for evaluating the performance of rules/signals that are discovered by data mining.

Signals and Systems

Author : Shaila Dinkar Apte
Publisher : Cambridge University Press
ISBN 13 : 1107146240
Total Pages : 787 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Signals and Systems by : Shaila Dinkar Apte

Download or read book Signals and Systems written by Shaila Dinkar Apte and published by Cambridge University Press. This book was released on 2016-05-09 with total page 787 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Provides rigorous treatment of deterministic and random signals"--

Señales y sistemas

Author : Alan V. Oppenheim
Publisher : Pearson Educación
ISBN 13 : 9789701701164
Total Pages : 994 pages
Book Rating : 4.7/5 (11 download)

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Book Synopsis Señales y sistemas by : Alan V. Oppenheim

Download or read book Señales y sistemas written by Alan V. Oppenheim and published by Pearson Educación. This book was released on 1998 with total page 994 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Señales y sistemas 2. Sistemas lineales invariantes en el tiempo 3. Representación de señales periódicas en series de Fourier 4. La transformada contínua de Fourier 5. La transformada de Fourier de tiempo discreto 6. Caracterización en tiempo y frecuencia de señales y sistemas 7. Muestreo 8. Sistemas de comunicación 9. La transformada de Laplace 10. La transformada z 11. Sistemas lineales retroalimentados.

Signals

Author : Brian Skyrms
Publisher : Oxford University Press
ISBN 13 : 0199580820
Total Pages : 208 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis Signals by : Brian Skyrms

Download or read book Signals written by Brian Skyrms and published by Oxford University Press. This book was released on 2010-04-08 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brian Skyrms offers a fascinating demonstration of how fundamental signals are to our world. He uses various scientific tools to investigate how meaning and communication develop. Signals operate in networks of senders and receivers at all levels of life, transmitting and processing information. That is how humans and animals think and interact.

Signals and Systems

Author : Oktay Alkin
Publisher : CRC Press
ISBN 13 : 1466598549
Total Pages : 1116 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Signals and Systems by : Oktay Alkin

Download or read book Signals and Systems written by Oktay Alkin and published by CRC Press. This book was released on 2016-04-19 with total page 1116 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on the author's 25+ years of teaching experience, Signals and Systems: A MATLAB Integrated Approach presents a novel and comprehensive approach to understanding signals and systems theory. Many texts use MATLAB as a computational tool, but Alkin's text employs MATLAB both computationally and pedagogically to provide interactive, visual rein

Information Theory, Inference and Learning Algorithms

Author : David J. C. MacKay
Publisher : Cambridge University Press
ISBN 13 : 9780521642989
Total Pages : 694 pages
Book Rating : 4.6/5 (429 download)

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Book Synopsis Information Theory, Inference and Learning Algorithms by : David J. C. MacKay

Download or read book Information Theory, Inference and Learning Algorithms written by David J. C. MacKay and published by Cambridge University Press. This book was released on 2003-09-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.

Introduction to Communication Systems

Author : Upamanyu Madhow
Publisher : Cambridge University Press
ISBN 13 : 1107022770
Total Pages : 547 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Introduction to Communication Systems by : Upamanyu Madhow

Download or read book Introduction to Communication Systems written by Upamanyu Madhow and published by Cambridge University Press. This book was released on 2014-11-24 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible undergraduate textbook introducing key fundamental principles behind modern communication systems, supported by exercises, software problems and lab exercises.

Efficient Algorithms for Discrete Wavelet Transform

Author : K K Shukla
Publisher : Springer Science & Business Media
ISBN 13 : 1447149416
Total Pages : 97 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Efficient Algorithms for Discrete Wavelet Transform by : K K Shukla

Download or read book Efficient Algorithms for Discrete Wavelet Transform written by K K Shukla and published by Springer Science & Business Media. This book was released on 2013-01-26 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to its inherent time-scale locality characteristics, the discrete wavelet transform (DWT) has received considerable attention in signal/image processing. Wavelet transforms have excellent energy compaction characteristics and can provide perfect reconstruction. The shifting (translation) and scaling (dilation) are unique to wavelets. Orthogonality of wavelets with respect to dilations leads to multigrid representation. As the computation of DWT involves filtering, an efficient filtering process is essential in DWT hardware implementation. In the multistage DWT, coefficients are calculated recursively, and in addition to the wavelet decomposition stage, extra space is required to store the intermediate coefficients. Hence, the overall performance depends significantly on the precision of the intermediate DWT coefficients. This work presents new implementation techniques of DWT, that are efficient in terms of computation, storage, and with better signal-to-noise ratio in the reconstructed signal.

Principles of Signal Detection and Parameter Estimation

Author : Bernard C. Levy
Publisher : Springer Science & Business Media
ISBN 13 : 0387765425
Total Pages : 647 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Principles of Signal Detection and Parameter Estimation by : Bernard C. Levy

Download or read book Principles of Signal Detection and Parameter Estimation written by Bernard C. Levy and published by Springer Science & Business Media. This book was released on 2008-07-07 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a comprehensive and current understanding of signal detection and estimation, including problems and solutions for each chapter. Signal detection plays an important role in fields such as radar, sonar, digital communications, image processing, and failure detection. The book explores both Gaussian detection and detection of Markov chains, presenting a unified treatment of coding and modulation topics. Addresses asymptotic of tests with the theory of large deviations, and robust detection. This text is appropriate for students of Electrical Engineering in graduate courses in Signal Detection and Estimation.

Multimedia Signal Processing

Author : Saeed V. Vaseghi
Publisher : John Wiley & Sons
ISBN 13 : 9780470066492
Total Pages : 680 pages
Book Rating : 4.0/5 (664 download)

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Book Synopsis Multimedia Signal Processing by : Saeed V. Vaseghi

Download or read book Multimedia Signal Processing written by Saeed V. Vaseghi and published by John Wiley & Sons. This book was released on 2007-10-22 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimedia Signal Processing is a comprehensive and accessible text to the theory and applications of digital signal processing (DSP). The applications of DSP are pervasive and include multimedia systems, cellular communication, adaptive network management, radar, pattern recognition, medical signal processing, financial data forecasting, artificial intelligence, decision making, control systems and search engines. This book is organised in to three major parts making it a coherent and structured presentation of the theory and applications of digital signal processing. A range of important topics are covered in basic signal processing, model-based statistical signal processing and their applications. Part 1: Basic Digital Signal Processing gives an introduction to the topic, discussing sampling and quantization, Fourier analysis and synthesis, Z-transform, and digital filters. Part 2: Model-based Signal Processing covers probability and information models, Bayesian inference, Wiener filter, adaptive filters, linear prediction hidden Markov models and independent component analysis. Part 3: Applications of Signal Processing in Speech, Music and Telecommunications explains the topics of speech and music processing, echo cancellation, deconvolution and channel equalization, and mobile communication signal processing. Covers music signal processing, explains the anatomy and psychoacoustics of hearing and the design of MP3 music coder Examines speech processing technology including speech models, speech coding for mobile phones and speech recognition Covers single-input and multiple-inputs denoising methods, bandwidth extension and the recovery of lost speech packets in applications such as voice over IP (VoIP) Illustrated throughout, including numerous solved problems, Matlab experiments and demonstrations Companion website features Matlab and C++ programs with electronic copies of all figures. This book is ideal for researchers, postgraduates and senior undergraduates in the fields of digital signal processing, telecommunications and statistical data analysis. It will also be a valuable text to professional engineers in telecommunications and audio and signal processing industries.

Genomic Signal Processing and Statistics

Author : Edward R. Dougherty
Publisher : Hindawi Publishing Corporation
ISBN 13 : 9775945070
Total Pages : 456 pages
Book Rating : 4.7/5 (759 download)

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Book Synopsis Genomic Signal Processing and Statistics by : Edward R. Dougherty

Download or read book Genomic Signal Processing and Statistics written by Edward R. Dougherty and published by Hindawi Publishing Corporation. This book was released on 2005 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in genomic studies have stimulated synergetic research and development in many cross-disciplinary areas. Processing the vast genomic data, especially the recent large-scale microarray gene expression data, to reveal the complex biological functionality, represents enormous challenges to signal processing and statistics. This perspective naturally leads to a new field, genomic signal processing (GSP), which studies the processing of genomic signals by integrating the theory of signal processing and statistics. Written by an international, interdisciplinary team of authors, this invaluable edited volume is accessible to students just entering this emergent field, and to researchers, both in academia and in industry, in the fields of molecular biology, engineering, statistics, and signal processing. The book provides tutorial-level overviews and addresses the specific needs of genomic signal processing students and researchers as a reference book. The book aims to address current genomic challenges by exploiting potential synergies between genomics, signal processing, and statistics, with special emphasis on signal processing and statistical tools for structural and functional understanding of genomic data. The first part of this book provides a brief history of genomic research and a background introduction from both biological and signal-processing/statistical perspectives, so that readers can easily follow the material presented in the rest of the book. In what follows, overviews of state-of-the-art techniques are provided. We start with a chapter on sequence analysis, and follow with chapters on feature selection, classification, and clustering of microarray data. We then discuss the modeling, analysis, and simulation of biological regulatory networks, especially gene regulatory networks based on Boolean and Bayesian approaches. Visualization and compression of gene data, and supercomputer implementation of genomic signal processing systems are also treated. Finally, we discuss systems biology and medical applications of genomic research as well as the future trends in genomic signal processing and statistics research.

Discrete-Signal Analysis and Design

Author : William E. Sabin
Publisher : John Wiley & Sons
ISBN 13 : 0470187778
Total Pages : 187 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Discrete-Signal Analysis and Design by : William E. Sabin

Download or read book Discrete-Signal Analysis and Design written by William E. Sabin and published by John Wiley & Sons. This book was released on 2008-02-04 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: A clear, step-by-step approach to practical uses of discrete-signal analysis and design, especially for communications and radio engineers This book provides an introduction to discrete-time and discrete-frequency signal processing, which is rapidly becoming an important, modern way to design and analyze electronics projects of all kinds. It presents discrete-signal processing concepts from the perspective of an experienced electronics or radio engineer, which is especially meaningful for practicing engineers, technicians, and students. The approach is almost entirely mathematical, but at a level that is suitable for undergraduate curriculums and also for independent, at-home study using a personal computer. Coverage includes: First principles, including the Discrete Fourier Transform (DFT) Sine, cosine, and theta Spectral leakage and aliasing Smoothing and windowing Multiplication and convolution Probability and correlation Power spectrum Hilbert transform The accompanying CD-ROM includes Mathcad® v.14 Academic Edition, which is reproduced with permission and has no time limitation for use, providing users with a sophisticated and world-famous tool for a wide range of applied mathematics capabilities. Discrete-Signal Analysis and Design is written in an easy-to-follow, conversational style and supplies readers with a solid foundation for more advanced literature and software. It employs occasional re-examination and reinforcement of particularly important concepts, and each chapter contains self-study examples and full-page Mathcad® Worksheets, worked-out and fully explained.