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Radar-Based Non-Contact Audio Recovery Method for Multi-Target Sound Equipment Monitoring

  • Fengshuo Tian
  • , Zhongxing Wang
  • , Haoyuan Lu
  • , Siyuan Chen
  • , Liuyang Zhang
  • Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Frequency-Modulated Continuous Wave (FMCW) radar demonstrates unconventional capabilities in non-contact monitoring with significant application potential in fault diagnosis, smart homes, and audio recovery. However, current research predominantly focuses on single-target audio recovery, yet leaving the domain of realistic multi-target audio recovery relatively unexplored. This paper introduces a radar-based non-contact audio recovery method for restoring audio temporal signals. The Multiple Signal Classification (MUSIC) algorithm as a crucial component of the adaptive beamforming algorithm is adopted to enhance angular resolution. By enhancing the Minimum Variance Distortionless Response (MVDR)-based adaptive beamforming technique, the reflections from surrounding targets are effectively suppressed, therefore enabling precise monitoring of audio devices. Leveraging the fusion of camera and millimeter-wave radar, along with coordinate transformation and point cloud processing techniques, the audio equipment and background clutter are differentiated. Signal recovery is achieved through bandpass filtering and spectral subtraction. A radar module is affixed to a circular plate and rotated using a servo motor. Radar signal processing is employed to detect object positions, allowing servo motor adjustment of radar measurement range. The proposed method demonstrates robust detection of multi-target audio equipment, contributing to the advancement of non-contact monitoring of multiple target simultaneously.

源语言英语
主期刊名ICSMD 2023 - International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798350318012
DOI
出版状态已出版 - 2023
活动2023 International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2023 - Xi'an, 中国
期限: 2 11月 20234 11月 2023

出版系列

姓名ICSMD 2023 - International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, Proceedings

会议

会议2023 International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2023
国家/地区中国
Xi'an
时期2/11/234/11/23

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