Title :
Enhanced robot audition by dynamic acoustic sensing in moving humanoids
Author :
Tourbabin, Vladimir ; Barfuss, Hendrik ; Rafaely, Boaz ; Kellermann, Walter
Author_Institution :
Dept. of Electr. & Comp. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
Abstract :
Auditory systems of humanoid robots usually acquire the surrounding sound field by means of microphone arrays. These arrays can undergo motion related to the robot´s activity. The conventional approach to dealing with this motion is to stop the robot during sound acquisition. This approach avoids changing the positions of the microphones during the acquisition and reduces the robot´s ego-noise. However, stopping the robot can interfere with the naturalness of its behaviour. Moreover, the potential performance improvement due to motion of the sound acquiring system can not be attained. This potential is analysed in the current paper. The analysis considers two different types of motion: (i) rotation of the robot´s head and (ii) limb gestures. The study presented here combines both theoretical and numerical simulation approaches. The results show that rotation of the head improves the high-frequency performance of the microphone array positioned on the head of the robot. This is complemented by the limb gestures, which improve the low-frequency performance of the array positioned on the torso and limbs of the robot.
Keywords :
acoustic signal processing; acoustic transducers; humanoid robots; microphone arrays; numerical analysis; signal denoising; auditory systems; dynamic acoustic sensing; enhanced robot audition; high-frequency performance; limb gestures; limb torso; low-frequency performance; microphone arrays; moving humanoid robots; numerical simulation approaches; robot ego-noise reduction; robot head rotation; robot torso; sound acquiring system; sound field; Apertures; Direction-of-arrival estimation; Estimation; Microphone arrays; Robot sensing systems; DoA estimation; Humanoid robots; acoustic sensing; robomorphic array; robot audition;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7179048