DocumentCode
1954832
Title
Use Pollaczek polynomials for analysis characteristics of radar target identification system
Author
Yarmolik, S.N. ; Shaliapin, S.V.
Author_Institution
Mil. Acad. of Republic of Belarus, Minsk, Belarus
Volume
2
fYear
2002
fDate
2002
Firstpage
627
Abstract
An analytical method of calculating the recognition characteristics of a correlated normally distributed signal against correlated normally distributed background was developed. It is based on the representation of multidimensional probability density of a set of processing channels output signal by multidimensional series of Pollaczek (1950) polynomials. This approach allows one to obtain sufficient accuracy of approximation of probability density and analytical expression for M-dimensional integrals from probability density of recognition system output signals. The advantage of this method is that it allows one to estimate recognition quality when using multidimensional portraits taking into account interchannel correlation and the difference between the distribution law of a processing channels output signal and the normal one. The result given in the article have a relatively simple form and may be used to carry out scientific engineering designs.
Keywords
correlation methods; polynomial approximation; probability; radar signal processing; radar target recognition; Pollaczek polynomials; correlated normally distributed signal; distribution law; interchannel correlation; multidimensional integrals; multidimensional portraits; multidimensional probability density; output signal processing; probability density approximation; radar target identification system; radar target recognition; recognition characteristics; scientific engineering design; Character recognition; Design engineering; Image analysis; Multidimensional signal processing; Polynomials; Radar; Signal analysis; Signal design; Signal processing; Target recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwaves, Radar and Wireless Communications, 2002. MIKON-2002. 14th International Conference on
Print_ISBN
83-906662-5-1
Type
conf
DOI
10.1109/MIKON.2002.1017923
Filename
1017923
Link To Document