基于脉冲响应和多普勒效应的单个声学测距传感器自定位方法

Atsushi Tsuchiya;Naoto Wakatsuki;Tadashi Ebihara;Keiichi Zempo;Koichi Mizutani
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引用次数: 0

摘要

本研究旨在仅使用单声道实现室内机器人的自我位置估计。当使用单个全向发射器/接收器作为物体检测传感器时,检测到的物体被识别在以发射器/接收器为中心点的同心圆上。使用这种传感器的自定位估算方法无法使用被检测物体的方向信息。因此,无法利用环境信息指定机器人的转弯角度。在本文中,我们提出了一种使用单个全向发射器/接收器的自定位估算方法,该方法可以通过估算机器人运动过程中产生的多普勒效应反射波的方向来考虑反射物体的方向。利用多普勒效应估算出的声波到达方向的回波图像和脉冲响应估算出的声波到达距离的回波图像,并将它们与先前生成的地图图像进行匹配,从而实现自我位置估算。通过模拟和实验评估了拟议方法的准确性。此外,实验和模拟结果表明,利用多普勒效应有助于提高自定位估算的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Self-Localization Method Using a Single Acoustic Ranging Sensor Based on Impulse Response and Doppler Effect
This study aims to realize self-position estimation for indoor robots using only a single acoustic channel. When a single omnidirectional transmitter/receiver is used as an object detection sensor, detected objects are identified on concentric circles with the transmitter/receiver as the center point. Self-position estimation method using this sensor cannot use the directional information of the detected object. This fact makes it impossible to specify the robot's turning angle using environmental information. In this article, we propose a self-position estimation method using a single omnidirectional transmitter/receiver that can consider the direction of the reflected object by estimating the direction of the reflected wave from the Doppler effect generated during the robot's movement. The self-position estimation was implemented by using echo images of the direction of arrival of sound waves estimated from the Doppler effect and the distance of arrival of sound waves estimated from the impulse response and matching them with a previously generated map image. The accuracy of the proposed method was evaluated by simulation and experiment. In the simulation, an average position estimation error of 0.042 m was achieved; in the experiment, it was 0.051 m. Furthermore, experimental and simulation results show that using the Doppler effect contributes to self-position estimation accuracy.
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