Practical Robotic Auditory Perception and Approaching Methods Based on Small-sized Microphone Array
Wang, Zhiqing1,2; Zou, Wei1,2; Zhang, Chi1,2; Kang, Zhaobing1,2; Zhu, Jiagang1,2
发表期刊INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS
ISSN1598-6446
2022-04-21
页码1-16
摘要

Robot control based on audition plays an important role in many robot applications, which is generally implemented by three steps: aural features extraction, sound source localization and approaching control strategy. This paper presents a novel and practical auditory perception and control method adoptable to the small-sized microphone array. Firstly, a novel aural feature extraction strategy, namely dynamic signals matching (DSM), is proposed to search for the matching points of the signals with similarity measurement based on gradient and amplitude by dynamic programming. Secondly, a new sound source localization method called steered grid search (SGS) is proposed, which combines the source localization method based on time delay of arrival (TDOA) and spatial search strategy to achieve the robustness and real-time performance. Thirdly, inspired by image-based visual control, the interaction matrix is deduced and applied to transform the spatial information of the sound source into auditory control, based on which a mechanism for robot to approach the sound source is implemented. Finally, we apply our methods to a mobile robot equipped with a small array of six microphones. The experimental results show the feasibility and the suitability of our method under adverse conditions.

关键词Aural feature extraction robotic audition sound source localization source approaching control
DOI10.1007/s12555-021-0087-z
关键词[WOS]SOURCE LOCALIZATION ; SOUND
收录类别SCI
语种英语
资助项目National Key Research and Development Program of China[2018YFB1306303] ; National Natural Science Foundation of China[61773374] ; Major Basic Research Projects of Natural Science Foundation of Shandong Province[ZR2019ZD07]
项目资助者National Key Research and Development Program of China ; National Natural Science Foundation of China ; Major Basic Research Projects of Natural Science Foundation of Shandong Province
WOS研究方向Automation & Control Systems
WOS类目Automation & Control Systems
WOS记录号WOS:000784791100011
出版者INST CONTROL ROBOTICS & SYSTEMS, KOREAN INST ELECTRICAL ENGINEERS
七大方向——子方向分类智能机器人
国重实验室规划方向分类实体人工智能系统感认知
是否有论文关联数据集需要存交
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/48361
专题中科院工业视觉智能装备工程实验室_精密感知与控制
通讯作者Zou, Wei
作者单位1.Chinese Acad Sci, Res Ctr Precis Sensing & Control, Inst Automat, Zhongguancun East Rd 95, Beijing 100190, Peoples R China
2.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Wang, Zhiqing,Zou, Wei,Zhang, Chi,et al. Practical Robotic Auditory Perception and Approaching Methods Based on Small-sized Microphone Array[J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS,2022:1-16.
APA Wang, Zhiqing,Zou, Wei,Zhang, Chi,Kang, Zhaobing,&Zhu, Jiagang.(2022).Practical Robotic Auditory Perception and Approaching Methods Based on Small-sized Microphone Array.INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS,1-16.
MLA Wang, Zhiqing,et al."Practical Robotic Auditory Perception and Approaching Methods Based on Small-sized Microphone Array".INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS (2022):1-16.
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