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Aural Servo: Sensor-Based Control From Robot Audition

delete2018-06-01
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A
Aly Magassouba *
B
Bertin, Nancy
F
François Chaumette
DOI:10.1109/TRO.2018.2805310delete
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Abstract

Abstract

En 中文
This paper proposes a control framework based on auditory perception. Generally, in robot audition, the motion control of a robot from the sense of hearing relies on sound source localization. We propose in this paper an alternative approach, aural servo, which is derived from the sensor-based control framework. In this approach, robot motions are directly connected to the aural perception: The variation of low-level auditory features dictates the motions applied to the robot through a feedback loop. It has the advantage of being robust to spurious measurements and modeling approximations for a low computational cost. This paper presents the theoretical concept of the aural servo framework. Besides a theoretical analysis, the aural servo framework is validated through several experiments on different robotic platforms and under real-world conditions.
Keywords:
Interaural level difference (ILD)
interaural time difference (ITD)
robot audition
sensor-based control
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Journal

IEEE Transactions on Robotics cover
IEEE Transactions on Robotics
IF:
10.5
Papers:
3.3K
Citations:
2.8W

Organization

U
universite de rennes
Scholars:
1.7W
Papers: 1.3W
Citations: 30