Aural Servo: Sensor-Based Control From Robot Audition

被引:7
|
作者
Magassouba, Aly [1 ]
Bertin, Nancy [1 ]
Chaumette, Francois [1 ]
机构
[1] Univ Rennes, CNRS, Inria, IRISA, Campus Beaulieu, F-35042 Rennes, France
关键词
Interaural level difference (ILD); interaural time difference (ITD); robot audition; sensor-based control; LOCALIZATION;
D O I
10.1109/TRO.2018.2805310
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
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.
引用
收藏
页码:572 / 585
页数:14
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