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Titlebook: Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms; Gene H. Golub,Paul Dooren Conference proceedings 1991 Springe

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書(shū)目名稱Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms
編輯Gene H. Golub,Paul Dooren
視頻videohttp://file.papertrans.cn/670/669016/669016.mp4
叢書(shū)名稱NATO ASI Subseries F:
圖書(shū)封面Titlebook: Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms; Gene H. Golub,Paul Dooren Conference proceedings 1991 Springe
描述Numerical linear algebra, digital signal processing, and parallel algorithms are three disciplines with a great deal of activity in the last few years. The interaction between them has been growing to a level that merits an Advanced Study Institute dedicated to the three areas together. This volume gives an account of the main results in this interdisciplinary field. The following topics emerged as major themes of the meeting: - Singular value and eigenvalue decompositions, including applications, - Toeplitz matrices, including special algorithms and architectures, - Recursive least squares in linear algebra, digital signal processing and control, - Updating and downdating techniques in linear algebra and signal processing, - Stability and sensitivity analysis of special recursive least squares problems, - Special architectures for linear algebra and signal processing. This book contains tutorials on these topics given by leading scientists in each of the three areas. A consider- able number of new research results are presented in contributed papers. The tutorials and papers will be of value to anyone interested in the three disciplines.
出版日期Conference proceedings 1991
關(guān)鍵詞Algorithmus; Eigenvalue; Eigenwertproblem; algebra; algorithm; algorithms; digital signal processing; eigen
版次1
doihttps://doi.org/10.1007/978-3-642-75536-1
isbn_softcover978-3-642-75538-5
isbn_ebook978-3-642-75536-1Series ISSN 0258-1248
issn_series 0258-1248
copyrightSpringer-Verlag Berlin Heidelberg 1991
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Parallel Algorithms for Digital Signal ProcessingThis paper provides an introduction to some parallel algorithms relevant to digital signal processing. First we introduce some basic concepts such as . and . of parallel algorithms We also outline some practical parallel computer architectures — pipelined, SIMD and MIMD machines, hypercubes and systolic arrays.
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Parallel Algorithms for Singular Value ProblemsWe look at algorithms for computing the singular value decomposition (SVD) and related problems, that are suitable for parallel environments.
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A Systolic Array for Recursive Least Squares Minimisation and Adaptive BeamformingA systolic/wavefront array for linearly constrained recursive least squares minimisation is described in the context of adaptive antenna array beamforming. The architectural and numerical advantages of this signal processing technique are discussed.
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Updating Techniques in Parallel ComputationA survey is given of recent techniques for
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