Advanced signal processing: a concise guide (Record no. 55080)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01693 a2200205 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230526b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781260458930 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 621.3822 |
| Item number | NAJ |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Najmi, Amir-Homayoon |
| 245 ## - TITLE STATEMENT | |
| Title | Advanced signal processing: a concise guide |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | New York: |
| Name of publisher, distributor, etc | McGraw Hill, |
| Date of publication, distribution, etc | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii; 328p.: |
| Other physical details | hbk: |
| Dimensions | 24cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This text is an expanded version of a graduate course on advanced signal processing at the Johns Hopkins University Whiting School program for professionals, with students from electrical engineering, physics, computer and data science, and mathematics backgrounds. It covers the theory underlying applications in statistical signal processing, including spectral estimation, linear prediction, adaptive filters, and optimal processing of uniform spatial arrays. Unique among books on the subject, it also includes a comprehensive introduction to modern neural networks with examples in time series forecasting and image classification.<br/>Coverage includes:<br/>-Mathematical structures of signal spaces and matrix factorizations<br/>-Linear time-invariant systems and transforms<br/>-Least squares filters<br/>-Random variables, estimation theory, and random processes<br/>-Spectral estimation and autoregressive signal models<br/>-Linear prediction and adaptive filters<br/>-Optimal processing of linear arrays<br/>-Neural networks<br/><br/>https://www.accessengineeringlibrary.com/content/book/9781260458930?implicit-login=true |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Signal processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Adaptive Filters |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Linear Arrays |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Moon, Todd |
| Relator term | co-author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | General | IIT Gandhinagar | IIT Gandhinagar | 25/05/2023 | Shankar Books | 8842.62 | 621.3822 NAJ | 033070 | 25/05/2023 | 1 | 8842.62 | Books |
