DocumentCode
3061492
Title
Neyman-Pearson detector design for steady point targets with known phase detection
Author
Durham, J.T. ; Younan, N.H.
Author_Institution
Dept. of Electr. & Comput. Eng., Mississippi State Univ., MS, USA
fYear
1998
fDate
8-10 Mar 1998
Firstpage
130
Lastpage
133
Abstract
In order to analyze a radar´s reflecting echo, a detector must be built for hypothesis testing. Due to the difficulty in assigning prior probabilities to target presence at a particular point in space and determining the cost of failing to detect a target, Neyman-Pearson detectors prove best for most radar applications. This paper investigates the design of a Neyman-Pearson detector for hypothesis testing of steady point targets with known phase. Once the hypotheses are made, the performance of the detector is evaluated in terms of the probability of detection (PD) versus different signal-to-noise ratios (SNR) for a fixed probability of false alarm (P F) The detector is further analyzed through the receiver operating characteristic (ROC) curves for different SNRs
Keywords
probability; radar detection; radar theory; Neyman-Pearson detector design; ROC curves; SNR; detection probability; false alarm probability; hypothesis testing; known phase detection; prior probability assignment; radar reflecting echo; receiver operating characteristic curves; signal-to-noise ratios; steady point targets; Costs; Detectors; Performance analysis; Phase detection; Radar applications; Radar detection; Signal analysis; Signal to noise ratio; Spaceborne radar; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
System Theory, 1998. Proceedings of the Thirtieth Southeastern Symposium on
Conference_Location
Morgantown, WV
ISSN
0094-2898
Print_ISBN
0-7803-4547-9
Type
conf
DOI
10.1109/SSST.1998.660032
Filename
660032
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