State Space Methods In Multidimensional Digital Signal Processing

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State Space Methods In Multidimensional Digital Signal Processing

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Author :
language : en
Publisher:
Release Date : 1991

State Space Methods In Multidimensional Digital Signal Processing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with categories.

This report summarizes the results of an extensive research program on the real-time implementation of multidimensional (M-D) digital signal processing algorithms. We began our study on the efficient implementation of M-D digital filters. We mapped the M-D digital filter to a state space model because the state space model supports local data communications. We studied various approaches to implementing the state space model for M-D digital signal processing applications. We found that the best approach involves mapping the state space model onto a generalized linear finite state machine which facilitates the hardware implementation. Using this approach, we were able to develop a multiprocessor system architecture which is scalable, which is modular, and which has a high efficiency. Based upon these results, we developed the architecture for an application specific computing system which we call a Block Data Flow Architecture (BDFA). We are currently studying the mapping of several other M-D signal processing algorithms and matrix operations to the BDFA. These studies show that multiprocessor systems using the BDFA can achieve high throughput and high efficiency at a modest cost.

Scientific And Technical Aerospace Reports

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Author :
language : en
Publisher:
Release Date : 1977

Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with Aeronautics categories.

Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.

Digital Signal Processing With Kernel Methods

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Author : Jose Luis Rojo-Alvarez
language : en
Publisher: John Wiley & Sons
Release Date : 2017-12-27

Digital Signal Processing With Kernel Methods written by Jose Luis Rojo-Alvarez and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-27 with Technology & Engineering categories.

A realistic and comprehensive review of joint approaches to machine learning and signal processing algorithms, with application to communications, multimedia, and biomedical engineering systems Digital Signal Processing with Kernel Methods reviews the milestones in the mixing of classical digital signal processing models and advanced kernel machines statistical learning tools. It explains the fundamental concepts from both fields of machine learning and signal processing so that readers can quickly get up to speed in order to begin developing the concepts and application software in their own research. Digital Signal Processing with Kernel Methods provides a comprehensive overview of kernel methods in signal processing, without restriction to any application field. It also offers example applications and detailed benchmarking experiments with real and synthetic datasets throughout. Readers can find further worked examples with Matlab source code on a website developed by the authors: http://github.com/DSPKM • Presents the necessary basic ideas from both digital signal processing and machine learning concepts • Reviews the state-of-the-art in SVM algorithms for classification and detection problems in the context of signal processing • Surveys advances in kernel signal processing beyond SVM algorithms to present other highly relevant kernel methods for digital signal processing An excellent book for signal processing researchers and practitioners, Digital Signal Processing with Kernel Methods will also appeal to those involved in machine learning and pattern recognition.

European Control Conference 1991

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Author :
language : en
Publisher: European Control Association
Release Date : 1991-07-02

European Control Conference 1991 written by and has been published by European Control Association this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991-07-02 with Control theory categories.

Proceedings of the European Control Conference 1991, July 2-5, 1991, Grenoble, France

Undergraduate Announcement

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Author : University of Michigan--Dearborn
language : en
Publisher:
Release Date : 1997

Undergraduate Announcement written by University of Michigan--Dearborn and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with categories.

Documentation Abstracts

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Author :
language : en
Publisher:
Release Date : 1993

Documentation Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Documentation categories.

Graduate Announcement

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Author : University of Michigan--Dearborn
language : en
Publisher:
Release Date : 1990

Graduate Announcement written by University of Michigan--Dearborn and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with categories.

Concise Encyclopedia Of Modelling And Simulation

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Author : D.P. Atherton
language : en
Publisher: Elsevier
Release Date : 2013-10-22

Concise Encyclopedia Of Modelling And Simulation written by D.P. Atherton and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-22 with Science categories.

The Concise Encyclopedia of Modelling & Simulation contains 172 alphabetically arranged articles describing the modelling and simulation of physical systems. The emphasis is on mathematical models and their various forms, although other types of models, such as knowledge-based, linguistics-based, graphical and data-based, are also discussed. The articles are revised from the Systems & Control Encyclopedia, and many newly commissioned articles are included describing recent developments in the field. Articles on identification cover all aspects of this problem, from the use and choice of specific test signals to problems of model order and the many algorithms and approaches to parameter estimation. Computational techniques, such as the finite-element method, that play an important role in analyzing nonlinear models are covered. Articles outline the development of simulation, consider currently available simulation languages, describe applications and cover current developments in the area. Where appropriate, illustrations and tables are included to clarify particular topics. This encyclopedia will be a valuable reference source for all practising engineers, researchers and postgraduate students in the field of modelling and simulation.

1986 Ieee International Symposium On Circuits And Systems Le Baron Hotel San Jose California May 5 7 1986

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Author :
language : en
Publisher:
Release Date : 1986

1986 Ieee International Symposium On Circuits And Systems Le Baron Hotel San Jose California May 5 7 1986 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Electric filters categories.

Proceedings Of The 24th Ieee Conference On Decision Control

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Author :
language : en
Publisher:
Release Date : 1985

Proceedings Of The 24th Ieee Conference On Decision Control written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Adaptive control systems categories.