DocumentCode
531181
Title
Quasi-Analytical method for estimating low false alarm rate
Author
Lu, Dingqing
Author_Institution
EEsof EDU, Agilent Technol. Inc., Westlake Village, CA, USA
fYear
2010
fDate
Sept. 30 2010-Oct. 1 2010
Firstpage
264
Lastpage
267
Abstract
This paper proposes a new approach for estimating low false alarm rate (FAR) using Quasi-Analytical (QA) method. The results from both theoretical analysis and simulation show that QA estimation is unbiased with obvious simulation speed improvement with respect to Monte Carlo (MC) and Conventional Importance Sampling (IS) for typical application cases. Furthermore, unlike IS approaches that rely on complex optimization procedures for optimal IS parameters or sub optimal parameters, the QA is simple to implement and computationally effective.
Keywords
importance sampling; radar detection; Monte Carlo method; conventional importance sampling; false alarm rate; quasi analytical method; radar detection; Analytical models; Detectors; Estimation; Monte Carlo methods; Numerical models; Optimized production technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar Conference (EuRAD), 2010 European
Conference_Location
Paris
Print_ISBN
978-1-4244-7234-5
Type
conf
Filename
5615096
Link To Document