Title :
Intelligent Distributed Virtual System for Underwater Acoustic Source Localization and Sounds Classification
Author :
Postolache, Octavian ; Pereira, Miguel Dias ; Girão, Pedro
Author_Institution :
Inst. de Telecomunicacoes, Lisbon
Abstract :
This paper presents a distributed passive sonar system including a linear three hydrophones array used to acquire sounds and to perform the localization of the underwater acoustic source. The voltages of hydrophone´ channels are applied on the analog input of a multifunction I/O board that represent an important component of a distributed virtual measurement system that includes capabilities on acoustic signal acquisition and generation and advanced signal processing. Additional measurement channel associated with water quality monitoring is included in the system. PDA technology is also part of the work and is related with signal generation for localization algorithm testing. Two GPS systems are used to localize a base and a remote measuring station during the localization tests. Related advanced signal processing is mentioned the developed wavelet filtering blocks for signal filtering and feature extraction as so as the neural network acoustic signal classifier.
Keywords :
acoustic signal processing; feature extraction; hydrophones; neural nets; physics computing; underwater sound; wavelet transforms; GPS systems; PDA technology; acoustic signal acquisition; distributed passive sonar system; distributed virtual measurement system; feature extraction; hydrophones array; intelligent distributed virtual system; localization algorithm testing; multifunction I-O board; neural network acoustic signal classifier; remote measuring station; signal filtering; signal generation; sounds classification; underwater acoustic source localization; water quality monitoring; wavelet filtering blocks; Acoustic measurements; Acoustic signal processing; Acoustic testing; Filtering; Intelligent systems; Signal generators; Signal processing; Signal processing algorithms; Sonar equipment; Underwater acoustics; mobile virtual system; neural network classifier; passive sonar; underwater sound; wavelet decomposition;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2007. IDAACS 2007. 4th IEEE Workshop on
Conference_Location :
Dortmund
Print_ISBN :
978-1-4244-1347-8
Electronic_ISBN :
978-1-4244-1348-5
DOI :
10.1109/IDAACS.2007.4488390