An Introduction to Signal Detection and Estimation

By: H. Vincent Poor

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Hardcover | 16 March 1998 | Edition Number 2

At a Glance

Hardcover
412 Pages

Edition Type
Revised

Dimensions(cm)
23.39 x 15.6 x 2.39

Hardcover

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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.

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You Can Find This Book In

Non-Fiction Mathematics Applied Mathematics Stochastics Engineering & Technology Electronics & Communications Engineering Communications Engineering & Telecommunications Energy Technology & Engineering Electrical Engineering Computing & I.T.Computer Science Image Processing

Digital Signal Processing (DSP)

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Paperback

Published: 1st December 2010

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Preface
Introduction
Elements of Hypothesis Testing
Signal Detection in Discrete Time
Elements of Parameter Estimation
Elements of Signal Estimation
Signal Detection in Continuous Time
Signal Estimation in Continuous Time
References
Index
Table of Contents provided by Publisher. All Rights Reserved.

An Introduction to Signal Detection and Estimation

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

Other Editions and Formats

Paperback

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