Title :
Mapping sound emitting structures in 3D
Author :
Even, J. ; Morales, Yaileth ; Kallakuri, Nagasrikanth ; Furrer, Jonas ; Ishi, Carlos Toshinori ; Hagita, Norihiro
Author_Institution :
ATR Intell. Robot. & Commun. Labs., Kyoto, Japan
fDate :
May 31 2014-June 7 2014
Abstract :
This paper presents a framework for creating a 3D map of an environment that contains the probability of a geometric feature to emit a sound. The goal is to provide an automated tool for condition monitoring of plants. The map is created by a mobile platform equipped with a microphone array and laser range sensors. The microphone array is used to estimate the sound power received from different directions whereas the laser range sensors are used for estimating the platform pose in the environment. During navigation, a ray casting method projects the audio measurements made onboard the mobile platform to the map of the environment. Experimental results show that the created map is an efficient tool for sound source localization.
Keywords :
acoustic signal detection; condition monitoring; industrial plants; machinery; microphone arrays; navigation; optical sensors; 3D map; audio measurements; casting method projects; laser range sensors; machinery components; microphone array; navigation; plants condition monitoring; sound emitting structures mapping; sound source localization; sound sources detection; Apertures; Arrays; Casting; Microphones; Mobile communication; Sensors; Three-dimensional displays;
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/ICRA.2014.6906927