An Introduction to Signal Detection and Estimation
1st Edition
Published on 29. June 2013
X, 549 pages
978-1-4757-3863-6 (ISBN)
Description
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 probabil ity 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. 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 exam pIe in the book by Thomas (1986), also in this series.
More details
Other editions
New editions
H. Vincent Poor
An Introduction to Signal Detection and Estimation
E-Book
03/2013
2nd Edition
Springer
€106.99
Available for download
Additional editions
H. Vincent Poor
An Introduction to Signal Detection and Estimation
Book
08/1988
Springer
€59.80
Article exhausted; check for reprint
Content
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.
