| 000 -LEADER |
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| fixed length control field |
02777nam a2200253 4500 |
| 001 - CONTROL NUMBER |
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| control field |
vtls001894160 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
MY-SjTCS |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20200226121332.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
110218t2000 nju 001 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0201361868 |
| 039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE] |
|---|
| Level of rules in bibliographic description |
201909131544 |
| Level of effort used to assign nonsubject heading access points |
ummi |
| Level of effort used to assign subject headings |
201102181309 |
| Level of effort used to assign classification |
VLOAD |
| -- |
200407271915 |
| -- |
VLOAD |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
621.38220151 |
| Item number |
MOO |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Moon, Todd K. |
| 9 (RLIN) |
11338 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Mathematical methods and algorithms for signal processing / |
| Statement of responsibility, etc. |
Todd K. Moon, Wynn C. Stirling |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Upper Saddle River, N.J. : |
| Name of publisher, distributor, etc. |
Prentice Hall, |
| Date of publication, distribution, etc. |
c2000 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxxvi, 937 p. ; |
| Dimensions |
27 cm. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
I. Introduction and Foundations. 1. Introduction and Foundations. - II. Vector Spaces and Linear Algebra. 2. Signal Spaces. 3. Representation and Approximation in Vector Spaces. 4. Linear Operators and Matrix Inverses. 5. Some Important Matrix Factorizations. 6. Eigenvalues and Eigenvectors. 7. The Singular Value Decomposition. 8. Some Special Matrices and Their Applications. 9. Kronecker Products and the Vec Operator. - III. Detection, Estimation, and Optimal Filtering. 10. Introduction to Detection and Estimation, and Mathematical Notation. 11. Detection Theory. 12. Estimation Theory. 13. The Kalman Filter. - IV. Iterative and Recursive Methods in Signal Processing. 14. Basic Concepts and Methods of Iterative Algorithms. 15. Iteration by Composition of Mappings. 16. Other Iterative Algorithms. 17. The EM Algorithm in Signal Processing. - V. Methods of Optimization. 18. Theory of Constrained Optimization. 19. Shortest-Path Algorithms and Dynamic Programming. 20. Linear Programming. - A Basic Concepts and Definitions. - B Completing the Square. - C Basic Matrix Concepts. - D Random Processes. - E Derivatives and Gradients. - F Conditional Expectations of Multinomial and Poisson r.v.s. - Bibliography. - Index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Mathematical Methods and Algorithms for Signal Processing tackles the challenge many students and practitioners face in the field of signal processing - how to deal with the breadth of mathematical topics employed in the subject. This text provides a solid foundation of theoretical and practical tools that will serve a broad range of signal processing applications. Linear algebra, statistical signal processing, iterative algorithms, and optimization are thoroughly treated, with signal processing examples throughout. Students practicing engineers, and researchers will find Mathematical Methods and Algorithms for Signal Processing useful as a textbook and as a reference. - Back cover |
| 525 ## - SUPPLEMENT NOTE |
|---|
| Supplement note |
Accompanied by : 1 computer optical disc (4 3/4 in.) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Algorithms. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Signal processing |
| General subdivision |
Mathematics. |
| 9 (RLIN) |
11339 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Stirling, Wynn C. |
| Relator term |
(.j.a) |
| 9 (RLIN) |
102894 |
| 920 ## - Programme |
|---|
| Programme |
UOSC : 560440, CD560003 |
| 999 ## - SYSTEM CONTROL NUMBERS (KOHA) |
|---|
| Koha biblionumber |
181011 |
| Koha biblioitemnumber |
181011 |
