Algorithms for statistical signal processing (Record no. 11136)
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000 -LEADER | |
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fixed length control field | 02633nam a2200265 a 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 0130622192 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780130622198 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 8178085739 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9788178085739 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 005.1 |
Item number | ALG |
245 ## - TITLE STATEMENT | |
Title | Algorithms for statistical signal processing |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication | Delhi : |
Name of publisher | Pearson Education., |
Year of publication | 2002. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | xii, 564 p. : |
Other physical details | illustrations ; |
500 ## - GENERAL NOTE | |
General note | Included Index. |
505 ## - FORMATTED CONTENTS NOTE | |
Formatted contents note | Characterization of Signals --<br/>Characterization of Linear Time-Invariant Systems --<br/>Sampling of Signals --<br/>Linear Filtering Methods Based on the DFT --<br/>The Cepstrum --<br/>Algorithms for Convolution and Dft --<br/>Modulo Polynomials --<br/>Circular Convolution as Polynomial Multiplication mod u[superscript N]--1 --<br/>A Continued Fraction of Polynomials --<br/>Chinese Remainder Theorem for Polynomials --<br/>Algorithms for Short Circular Convolutions --<br/>How We Count Multiplications --<br/>Cyclotomic Polynomials --<br/>Elementary Number Theory --<br/>Convolution Length and Dimension --<br/>The DFT as a Circular Convolution --<br/>Winograd's DFT Algorithm --<br/>Number-Theoretic Analogy of DFT --<br/>Number-Theoretic Transform --<br/>Split-Radix FFT --<br/>Autogen Technique --<br/>Linear Prediction and Optimum Linear Filters --<br/>Innovations Representation of a Stationary Random Process --<br/>Forward and Backward Linear Prediction --<br/>Solution of the Normal Equations --<br/>Properties of the Linear Prediction-Error Filters --<br/>AR Lattice and ARMA Lattice-Ladder Filters --<br/>Wiener Filters for Filtering and Prediction --<br/>Least-Squares Methods for System Modeling and Filter Design --<br/>System Modeling and Identification --<br/>Least-Squares Filter Design for Prediction and Deconvolution --<br/>Solution of Least-Squares Estimation Problems --<br/>Adaptive Filters --<br/>Applications of Adaptive Filters --<br/>Adaptive Direct-Form FIR Filters --<br/>Adaptive Lattice-Ladder Filters --<br/>Recursive Least-Squares Algorithms for Array Signal Processing --<br/>QR Decomposition for Least-Squares Estimation. |
520 ## - SUMMARY, ETC. | |
Summary, etc | Suitable for graduate-level courses in Digital Signal Processing in ECE and applied mathematics departments. This presentation of computational algorithms for statistical signal processing focuses on advanced topics, such as algorithms for adaptive filtering, least squares methods, power spectrum estimation, and high-order spectral estimation. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Signal processing - Digital techniques - Mathematics. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Algorithms. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Digital signal processing |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Statistics |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Statistical news theory |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Stochastic signal |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Proakis, John G. : ..[et al.] |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Reference Books |
Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
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Reference | Main Library | Main Library | Reference | 08/03/2004 | Purchased | 1029.00 | 005.1 ALG | 008556 | Reference Books |