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Multirate Statistical Signal Processing
ISBN-13:
9781402053177
Veröffentl:
2007
Seiten:
172
Autor:
Omid S. Jahromi
Serie:
Signals and Communication Technology
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
Multirate Statistical Signal Processing introduces a statistical theory for extracting information from related signals with different sampling rates. This new theory generalizes the conventional deterministic theory of multirate systems beyond many of its constraints. Further, it allows for the formulation and solution of new problems: spectrum estimation, time-delay estimation and sensor fusion in the realm of multirate signal processing. This self-contained book presents background material, potential applications and leading-edge research.
"The theory of multirate signal processing has witnessed a great deal of progress since the publication of the first textbook by Ronald E. Crochiere and Lawrence R. Rabiner in 1983. However, this progress has been mainly in the area of deterministic systems with perfect reconstruction and orthogonal constraints.
Background.- Multirate Spectrum Estimation.- Multirate Signal Estimation.- Multirate Time-Delay Estimation.- Optimal Multirate Decomposition of Signals.- Information in Multirate Systems.- Distributed Algorithms.- Epilogue.
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