| INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781598290004 |
| DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Call number |
. |
| MAIN ENTRY--PERSONAL NAME |
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| Authors |
Wang, Yanwei, |
| Dates |
1973- |
| TITLE STATEMENT |
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| Title |
Spectral analysis of signals : |
| Subtitle |
the missing data case / |
| Statement of responsibility, etc |
Yanwei Wang, Jian Li, Petre Stoica. |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication |
San Rafael, Calif. : |
| Publisher |
Morgan & Claypool Publishers, |
| Date |
c2005. |
| PHYSICAL DESCRIPTION |
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| Extent |
viii, 99 p. : |
| Other Details |
ill ; |
| Size |
24 cm. |
| GENERAL NOTE |
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| General note |
"This volume is a printed version of a work that appears in Synthesis, the digital library of engineering and computer science"--P. [iv] of cover. Includes bibliographical references (p. 91-96). |
| SUMMARY |
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| Summary |
Spectral estimation is important in many fields including astronomy, meteorology, seismology, communications, economics, speech analysis, medical imaging, radar, and underwater acoustics. Most existing spectral estimation algorithms are devised for uniformly sampled complete-data sequences. However, the spectral estimation for data sequences with missing samples is also important in a wide range of applications.This lecture considers the spectral estimation problem in the case where some of the data samples are missing. The challenge is how to extend the existing spectral estimation techniques to deal with these missing-data samples. Recently, nonparametric adaptive filtering based techniques have been developed successfully for various missing-data spectral estimation problems. Collectively, these algorithms provide a comprehensive toolset for the missing-data problem based exclusively on the nonparametric adaptive filter-bank approaches. They provide the main topic of this lecture..The authors present the recently developed nonparametric adaptive filtering based algorithms for the missing-data case, namely gapped-data APES (GAPES) and the more general missing-data APES (MAPES). |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Heading |
Signal processing |
| General |
Statistical methods. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Heading |
Nonparametric statistics. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Heading |
Missing observations (Statistics) |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Heading |
Adaptive signal processing. |
| ADDED ENTRY |
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| Name |
Li, Jian Ph. D., |
| Dates |
1965- |
| ADDED ENTRY |
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| Name |
Stoica, Petre. |
| ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
https://uowd.box.com/s/tsxocw67f638sosi2wjho6dr0tt84g3j |
| Public note |
Location Map |
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58648 |
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58649 |
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58650 |
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58292 |
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58651 |
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58652 |
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58653 |