Title :
Localization of simultaneous moving sound sources for mobile robot using a frequency- domain steered beamformer approach
Author :
Valin, Jean-Marc ; Michaud, Franlois ; Hadjou, Brahim ; Rouat, Jean
Author_Institution :
Dept. of Electr. & Comput. Eng., Sherbrooke Univ., Que., Canada
fDate :
26 April-1 May 2004
Abstract :
Mobile robots in real-life settings would benefit from being able to localize sound sources. Such a capability can nicely complement vision to help localize a person or an interesting event in the environment, and also to provide enhanced processing for other capabilities such as speech recognition. We present a robust sound source localization method in three-dimensional space using an array of 8 microphones. The method is based on a frequency-domain implementation of a steered beamformer along with a probabilistic post-processor. Results show that a mobile robot can localize in real time multiple moving sources of different types over a range of 5 meters with a response time of 200 ms.
Keywords :
frequency-domain analysis; microphone arrays; mobile robots; probability; frequency- domain steered beamformer approach; mobile robot; moving sound sources; probabilistic post-processor; robust sound source localization method; speech recognition; three-dimensional space; Acoustic noise; Auditory system; Head; Humans; Intelligent robots; Microphone arrays; Mobile robots; Orbital robotics; Robustness; Signal processing;
Conference_Titel :
Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8232-3
DOI :
10.1109/ROBOT.2004.1307286