DocumentCode
2293451
Title
Particle Detection and it´s Radar Application
Author
Sabahi, Mohamad Farzan ; Hashemi, Mahmood Modarres ; Sheikhi, Abbas
Author_Institution
Dept. of Electr. Eng., Isfahan Univ. of Technol.
fYear
2006
fDate
16-19 Oct. 2006
Firstpage
1
Lastpage
4
Abstract
In this paper we introduce a new detection algorithm based on Monte Carlo sampling method. The proposed method is numerical in nature. We use importance sampling to estimate unknown parameters and calculate likelihood ratio and call it particle detector (PD). This detector can be used in wide range of detection problems. We have also presented an adaptive radar detection algorithm based on our proposed particle detection scheme
Keywords
adaptive radar; importance sampling; particle detectors; radar applications; radar detection; radar signal processing; signal sampling; Monte Carlo sampling method; adaptive radar detection algorithm; importance sampling; parameter estimation; particle detection scheme; radar application; Bayesian methods; Clutter; Detection algorithms; Maximum likelihood estimation; Monte Carlo methods; Parameter estimation; Particle measurements; Radar applications; Radar detection; Radiation detectors; Importance Sampling; Monte Carlo methods; radar detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar, 2006. CIE '06. International Conference on
Conference_Location
Shanghai
Print_ISBN
0-7803-9582-4
Electronic_ISBN
0-7803-9583-2
Type
conf
DOI
10.1109/ICR.2006.343317
Filename
4148423
Link To Document