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Linear Algebra for Signal Processing

Linear Algebra for Signal Processing
Catalogue Information
Field name Details
Dewey Class 621.382
Title Linear Algebra for Signal Processing ([EBook] /) / edited by Adam Bojanczyk, George Cybenko.
Added Personal Name Bojanczyk, Adam editor.
Cybenko, George editor.
Other name(s) SpringerLink (Online service)
Publication New York, NY : : Springer New York, , 1995.
Physical Details XVI, 184 p. : online resource.
Series The IMA volumes in mathematics and its applications 0940-6573 ; ; 69
ISBN 9781461242284
Summary Note Signal processing applications have burgeoned in the past decade. During the same time, signal processing techniques have matured rapidly and now include tools from many areas of mathematics, computer science, physics, and engineering. This trend will continue as many new signal processing applications are opening up in consumer products and communications systems. In particular, signal processing has been making increasingly sophisticated use of linear algebra on both theoretical and algorithmic fronts. This volume gives particular emphasis to exposing broader contexts of the signal processing problems so that the impact of algorithms and hardware can be better understood; it brings together the writings of signal processing engineers, computer engineers, and applied linear algebraists in an exchange of problems, theories, and techniques. This volume will be of interest to both applied mathematicians and engineers.:
Contents note Structured matrices and inverses -- Structured condition numbers for linear matrix structures -- The canonical correlations of matrix pairs and their numerical computation -- Continuity of the joint spectral radius: Application to wavelets -- Inversion of generalized Cauchy matrices and other classes of structured matrices -- Wavelets, filter banks, and arbitrary tilings of the time-frequency plane -- Systolic algorithms for adaptive signal processing -- Adaptive algorithms for blind channel equalization -- Square-root algorithms for structured matrices, interpolation, and completion problems.
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site http://dx.doi.org/10.1007/978-1-4612-4228-4
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