Analysis of noise suppression techniques for Track-Before-Detect algorithms using spatial noise estimators

• Autorzy: Mazurek P.
• Konferencja: Computer Applications in Electrical Engineering 2011 (11-13.04.2011; Poznań, Polska)
• Języki publikacji: EN

Abstrakty

EN

In the paper the noise suppression algorithms for Track-Before-Detect (TBD) systems are evaluated. Three estimators are considered: the global, local, and single local. The estimator based on the impulse counting for large number of pixels is proposed. Estimation of the noise parameters gives abilities of suppression of the salt-and-paper or high-valued impulse noise.

Słowa kluczowe

EN

track before detect; TBD

• Wydawca: Wydawnictwo Politechniki Poznańskiej
• Czasopismo: Computer Applications in Electrical Engineering
• Rocznik: 2011
• Tom: Vol. 9
• Strony: 223--233
• Opis fizyczny: Bibliogr. 8 poz., rys.

Twórcy

autor

Mazurek P.

• West Pomeranian University of Technology, 71- 126 Szczecin, ul. 26. Kwietnia 10

Bibliografia

• [1] Blackman S., Popoli R.: Design and Analysis of Modern Tracking Systems. Artech House 1999.
• [2] Stone L.D., Barlow C.A., Corwin T.L.: Bayesian Multiple Target Tracking. Artech House 1999.
• [3] Boers, Y., Ehlers, F., Koch, W., Luginbuhl, T., Stone, L.D., Streit, R.L. (eds.): Track Before Detect Algorithm, EURASIP Journal on Advances in Signal Processing, Hindawi 2008.
• [4] Mazurek P.: Improving response of recurrent Track-Before-Detect algorithms for small and point targets. 14. Konferencja Naukowo-Techniczna “Zastosowania Komputerów w Elektrotechnice” ZKwE’2009 Poznań, pp. 351-354, 2009.
• [5] Mazurek P.: Impulse noise of small and point targets in recurrent Track-Before-Detect algorithms, "Academic Journals: Electrical Engineering". Poznań University of Technology no.61, pp. 53-62, 2010.
• [6] Mazurek, P.: Suppresion of impulse noise in Track-Before-Detect algorithms using saturation and pulse removal, 15. Konferencja Naukowo-Techniczna “Zastosowania Komputerów w Elektrotechnice” ZKwE’2010 Poznań, 301-302, 2010.
• [7] Mazurek, P.: Suppresion of impulse noise in Track-Before-Detect algorithms, “Computer Applications in Electrical Engineering”, vol.8, 201-211, 2010.
• [8] Mazurek P.: Noise suppression for Track-Before-Detect algorithms using spatial noise estimators, 16. Konferencja Naukowo-Techniczna “Zastosowania Komputerów w Elektrotechnice” ZKwE’2011 Poznań, pp. 281-282, 2011.