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A High-Resolution Ultrasonic Environmental Sensing Scheme for Indoor Automated Guided Vehicle Obstacle Avoidance

  • Zhiwei Yao
  • , Yuanhao Jiang
  • , Ming Zhao
  • , Limin Xiao
  • , Xiujun Zhang
  • Tsinghua University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

With the advancement of industrial automation and intelligence, the demand for enhanced environmental sensing capabilities in industrial robots, especially Automated Guided Vehicles (AGVs), is increasingly growing. Consequently, developing cost-effective hardware configurations and efficient algorithms capable of achieving high-resolution environmental sensing for AGVs has become an urgent challenge. To address this challenge, this paper introduces an innovative ultrasonic environmental sensing scheme for AGV obstacle avoidance. This scheme leverages a movable ultrasonic sensor to expand the transceiver aperture, combined with the proposed nonlinear sensing algorithm, to achieve accurate environmental sensing. To tackle the spatial distribution challenge of ultrasonic transducers and microphones, we introduce the concept of an equivalent virtual transceiver. Through simulation experiments, we validate the effectiveness of the proposed nonlinear sensing algorithm and analyze its theoretical performance, demonstrating its capability to detect multiple obstacle targets within a scene. Compared to existing schemes, the proposed scheme achieves centimeter-level resolution performance within a one-meter range. Moreover, we validate the performance of the proposed ultrasonic scheme and its sensing capabilities for obstacles of different cross-sectional sizes through prototype experiments.

源语言英语
主期刊名2024 IEEE 99th Vehicular Technology Conference, VTC2024-Spring 2024 - Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798350387414
DOI
出版状态已出版 - 2024
已对外发布
活动99th IEEE Vehicular Technology Conference, VTC2024-Spring 2024 - Singapore, 新加坡
期限: 24 6月 202427 6月 2024

出版系列

姓名IEEE Vehicular Technology Conference
ISSN(印刷版)1550-2252

会议

会议99th IEEE Vehicular Technology Conference, VTC2024-Spring 2024
国家/地区新加坡
Singapore
时期24/06/2427/06/24

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