使用可听和不可听频率的三维声学测距(3DAR)的人机和机器人-机器人声音交互

IF 9.1 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Semin Ahn , Jae-Hoon Kim , Jun Heo , Sung-Hoon Ahn
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引用次数: 0

摘要

在嘈杂和动态环境中,基于声音的高可靠性交互是人机同步交互(HRI)和机器人-机器人交互(RRI)的一个已知挑战。在这里,我们介绍了使用元结构单麦克风旋转的三维声学测距(3DAR),这是一个具有三维元结构的紧凑系统,具有相位抵消机制,可以增强可听和不可听频率的波束形成。受海豚交流的启发,3DAR采用频率调制和声音通道分离来实现无缝的HRI和RRI。即使在极具挑战性的噪声条件下,该系统在HRI多声源定位方面的准确率也超过90%,在RRI多声源定位方面的准确率达到99%,在多声源跟踪方面的准确率达到94%。此外,在工厂中的实际测试表明,在多hri定位中准确率为95.6%,当人类语音方向与系统的角度为120°时,准确率高达93.8%。协作救援机器人的实际应用证实了3DAR在各种应用中的有效性,突出了其在人与机器人之间基于声音的强大协作方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Human-robot and robot-robot sound interaction using a 3-Dimensional Acoustic Ranging (3DAR) in audible and inaudible frequency
Highly reliable sound-based interaction in noisy and dynamic environments is a known challenge with simultaneous Human-Robot Interaction (HRI) and Robot-Robot Interaction (RRI). Here, we introduce 3-dimensional acoustic ranging (3DAR) using the meta-structured single microphone rotation, a compact system with a three-dimensional meta-structure with a phase-cancellation mechanism for enhanced beamforming across audible and inaudible frequencies. Inspired by dolphin communication, the 3DAR employs frequency modulation and separation of sound channels for seamless HRI and RRI. The system achieved over 90 % accuracy in multiple source localization for HRI and 99 % for RRI, even in challenging noise conditions, along with 94 % accuracy in tracking multiple sound sources. Furthermore, real-world tests in a factory demonstrated 95.6 % accuracy in multi-HRI localization and up to 93.8 % accuracy when human speech direction originated from an angle of 120° relative to the system. Real-world application of a collaborative rescue robot confirmed effectiveness of the 3DAR in various applications, highlighting its potential for robust, sound-based collaboration among humans and robots.
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来源期刊
Robotics and Computer-integrated Manufacturing
Robotics and Computer-integrated Manufacturing 工程技术-工程:制造
CiteScore
24.10
自引率
13.50%
发文量
160
审稿时长
50 days
期刊介绍: The journal, Robotics and Computer-Integrated Manufacturing, focuses on sharing research applications that contribute to the development of new or enhanced robotics, manufacturing technologies, and innovative manufacturing strategies that are relevant to industry. Papers that combine theory and experimental validation are preferred, while review papers on current robotics and manufacturing issues are also considered. However, papers on traditional machining processes, modeling and simulation, supply chain management, and resource optimization are generally not within the scope of the journal, as there are more appropriate journals for these topics. Similarly, papers that are overly theoretical or mathematical will be directed to other suitable journals. The journal welcomes original papers in areas such as industrial robotics, human-robot collaboration in manufacturing, cloud-based manufacturing, cyber-physical production systems, big data analytics in manufacturing, smart mechatronics, machine learning, adaptive and sustainable manufacturing, and other fields involving unique manufacturing technologies.
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