Browse > Article

A Study for Tonal Signal Automatic Classification of Ship-Radiated Noise  

Lee, Phil-Ho (국방과학연구소)
Park, Kyu-Chil (부경대학교 공과대학 전자컴퓨터정보통신공학부)
Yoon, Jong-Rak (부경대학교 공과대학 전자컴퓨터정보통신공학부)
Abstract
The ship radiated noise appear the various characteristic signals due to the mechanic system in the ship, the propeller and the interaction between ship body and sea water. Generally, it is classified two main components: the speed dependent signal and the speed independent signal. It is required that very complex procedure to classify the signal origin from the ship-radiated noise. This paper presents techniques to automatically detect and classify the tonal signals ken the ship-radiated noise, using the Q factor and the neural network.
Keywords
Q factor;
Citations & Related Records
연도 인용수 순위
  • Reference
1 R. O.Nielsen, Sonar Signal Processing, Norwood, MA: Artech House, 1991
2 이성은, 황수복, 남기곤, 김재창, '확장 칼만 필터를 이용한 수중 표적의 불안정 주파수선 추출 기법', 한국음향학회, 15(6), p.104-109, 1996
3 Chun Ru Wan, Joo Thiam Goh and Hong Tat Chee, 'Optimal tonal detectors based on the power spectrum,' IEEE Journal of Oceanic Engineering, 25(4), p.540-552, 2000   DOI   ScienceOn
4 Thomas L. Hemminger and Yoh Han Pao, 'Detection and Classification of Underwater Acoustic Transients Using Neural Networks,' IEEE, 5(5), p.712-718, 1994
5 Kyu-Chil Park, Jong Rak Yoon and Phil-Ho Lee, 'Neural Network Application for Ship Radiated Noise,' The 25th Symposium on ULTRASONIC ELECTRONICS, USE2004, p.295-296, 2004
6 이필호, 윤종락, 박규칠, 임기현, '선박의 방사소음원분류를 위한 Tonal 신호 자동인식 기법연구', 2004년도 한국음향학회 춘계학술발표대회, 23(1), p.175-178, 2004
7 이성은, 황수복, '협대역 다중 주파수선의 자동 탐지 및 추출 기법 연구', 한국음향학회지, 19(8), p.78-93, 2000
8 Chu Kei Yu and Huang Chia Huang, 'Application of Neural Network for Real-time Underwater Signal Classification', Proceedings of the 1998 International Symposium on Underwater Technology, p.253-257, 1998
9 C. K. Alexander and M. N. O. Sadiku, Fundamental of Electric Circuits 2nd Edition, McGRAW HILL, 2003