Improving the quality of noise detection in the Southern Baltic in the aspect of identification

• Autorzy: Soszyński P. , Cichocki A.
• Języki publikacji: EN

Abstrakty

EN

Artificial intelligence systems have been more and more used for the purposes of classification and identification. Recently, a lot of attention has been devoted to the exploration of such techniques in combination with the passive acoustic signals of vessels in the sea environment. Although some of the research imply optimistic results it seems necessary to apply the results of investigations regarding the sound propagation in the sea. This paper suggests was of improving the quality of neural classification by narrowing broadband frequency band to some specific narrow bands.

• Wydawca: Polskie Towarzystwo Akustyczne. Oddział Gdański
• Czasopismo: Hydroacoustics
• Rocznik: 2001
• Tom: Vol. 4
• Strony: 217--220
• Opis fizyczny: Bibliogr. 5 poz., rys.

Twórcy

autor

Soszyński P.

• Polish Naval Academy, Gdynia, Poland

autor

Cichocki A.

• Polish Naval Academy, Gdynia, Poland

Bibliografia

• 1. Kozaczka E., Czarnecki S. - Investigation of underwater noise radiated by a ship in shallow water - UDT 1994, pp. 502-503.
• 2. Kozaczka E., Grelowska G., Gloza I. - .Determination of the ship detection area in the coastaI region." - MateriaIs of EAA Symposium, Jurata 1997r.
• 3. Zogoyski A. M., Dawe F. and Robinson M. - .Passive data processing" - UDT 1994, pp. 310-312.
• 4. Soszyński P., Stateczny A. - "The method of underwater object cIassification using multi-Iayer perceptron" - Proceedings of the 2 nd International Symposium on Hydroacoustics, Gdańsk-Jurata, 24-27 May 1999
• 5. Kozaczka E., Grelowska G., Gloza I. - .Deterrnination of the ship detection area in the coastal region." - Materials of EAA Symposium, Jurata 1997r.