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020 _a9781475723410
_9978-1-4757-2341-0
024 7 _a10.1007/978-1-4757-2341-0
_2doi
050 4 _aTK1-9971
072 7 _aTHR
_2bicssc
072 7 _aTEC007000
_2bisacsh
072 7 _aTHR
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082 0 4 _a621.3
_223
100 1 _aPoor, H. Vincent.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_931692
245 1 3 _aAn Introduction to Signal Detection and Estimation
_h[electronic resource] /
_cby H. Vincent Poor.
250 _a2nd ed. 1994.
264 1 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c1994.
300 _aX, 398 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringer Texts in Electrical Engineering
505 0 _aI 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.
520 _aThe 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.
650 0 _aElectrical engineering.
_931693
650 0 _aPhysics.
_912639
650 1 4 _aElectrical and Electronic Engineering.
_931694
650 2 4 _aApplied and Technical Physics.
_931695
710 2 _aSpringerLink (Online service)
_931696
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9781441928375
776 0 8 _iPrinted edition:
_z9780387941738
776 0 8 _iPrinted edition:
_z9781475723427
830 0 _aSpringer Texts in Electrical Engineering
_931697
856 4 0 _uhttps://doi.org/10.1007/978-1-4757-2341-0
912 _aZDB-2-ENG
912 _aZDB-2-SXE
912 _aZDB-2-BAE
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