Applications of artificial neural networks;Detections of the location of a sound-source

  • Oobayashi, Koji (The Faculty of Engineering, Miyazaki University) ;
  • Yuan, Yan (The Faculty of Engineering, Miyazaki University) ;
  • Aoyama, Tomoo (The Faculty of Engineering, Miyazaki University)
  • Published : 2003.10.22

Abstract

Non-destruction examinations are required in medical sciences and various engineering now. We wish to emulate the examinations in very simplified experiments. It is an educational program. We show a neural network analysis to predict the locations of a sound-source or a body irradiated by sound-waves in audio-region. The sound is an interest flux, and it enables to clear local-structures in a non-transparent space. However, the sound-propagation equations are not solved easily, therefore, we consider to adopt multi-layer neural-networks instead of the direct solutions. We used detected intensities and coordinates for input data and teaching data. A neural network learned them. The neural-network analysis decomposed the distance of 50cm. The resolution is rather rough; however, it is caused by the limitation of our equipments. Since there is no problem in the neural network processing, if we could revise experiments, then, progress of the resolution would be got. Thus, the proposed method functioned as an educational and simplified non-destruction examination.

Keywords