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Least Square Estimation with Applications to Digital Signal Processing

Arthur A. Giordano, Frank M. Hsu (Autoren)

Buch | Hardcover

438 Seiten

1985
John Wiley & Sons Inc (Verlag)
978-0-471-87857-5 (ISBN)

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A unified treatment of least squares based on geometric principles, this book establishes the mathematical framework of least square estimation, demonstrating the utility and widespread use of these principles in a variety of digital signal processing applications. It presents new least square error algorithms supporting applications in areas such as communications, control, radar, and seismology and provides numerous examples with algebraic steps outlined.

MATHEMATICAL FORMULATIONS OF THE LEAST SQUARE ERROR ALGORITHMS; Introduction to Least Squares Theory; Least Square Estimation Algorithms: Part I; Least Square Estimation Algorithms: Part II; Least Square Estimation Algorithms: Part III; APPLICATION OF LEAST SQUARE ANALYSIS TO DIGITAL SIGNAL PROCESSING: Equalization; Power Spectral Estimation; Digital Whitening in Spread Spectrum Communications; Adaptive Arrays; Dual-Channel Interference Mitigation; Least Squares Techniques in Digital Speech Processing; Index.

Erscheint lt. Verlag	17.4.1985
Zusatzinfo	illustrations, index
Verlagsort	New York
Sprache	englisch
Maße	160 x 250 mm
Gewicht	680 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
ISBN-10	0-471-87857-X / 047187857X
ISBN-13	978-0-471-87857-5 / 9780471878575
Zustand	Neuware