An Introduction to Signal Detection and Estimation

H. Vincent Poor (Autor)

Buch | Hardcover

398 Seiten

1994 | 2nd ed. 1994
Springer-Verlag New York Inc.
978-0-387-94173-8 (ISBN)

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The purpose of this book is to introduce the reader to the basic theory of signal detection and estimation. It is assumed that the reader has a working knowledge of applied probability and random processes such as that taught in a typical first-semester graduate engineering course on these subjects. This material is covered, for example, in the book by Wong (1983) in this series. More advanced concepts in these areas are introduced where needed, primarily in Chapters VI and VII, where continuous-time problems are treated. This book is adapted from a one-semester, second-tier graduate course taught at the University of Illinois and at Princeton University. However, this material can also be used for a shorter or first-tier course by restricting coverage to Chapters I through V, which for the most part can be read with a background of only the basics of applied probability, including random vectors and conditional expectations. Sufficient background for the latter option is given for example in the book by Thomas (1986), also in this series. This treatment is also suitable for use as a text in other modes. For example, two smaller courses, one in signal detection (Chapters II, III, and VI) and one in estimation (Chapters IV, V, and VII), can be taught from the materials as organized here. Similarly, an introductory-level course (Chapters I through IV) followed by a more advanced course (Chapters V through VII) is another possibility.

I Introduction.- II Elements of Hypothesis Testing.- III Signal Detection in Discrete Time.- IV Elements of Parameter Estimation.- V Elements of Signal Estimation.- VI Signal Detection in Continuous Time.- VII Signal Estimation in Continuous Time.- References.

Erscheint lt. Verlag	16.3.1998
Reihe/Serie	Springer Texts in Electrical Engineering
Zusatzinfo	X, 398 p.
Verlagsort	New York, NY
Sprache	englisch
Maße	156 x 234 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Naturwissenschaften ► Physik / Astronomie ► Angewandte Physik
	Technik ► Elektrotechnik / Energietechnik
	Technik ► Nachrichtentechnik
ISBN-10	0-387-94173-8 / 0387941738
ISBN-13	978-0-387-94173-8 / 9780387941738
Zustand	Neuware