Skip to main navigation Skip to search Skip to main content

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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publication2024 IEEE 99th Vehicular Technology Conference, VTC2024-Spring 2024 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350387414
DOIs
StatePublished - 2024
Externally publishedYes
Event99th IEEE Vehicular Technology Conference, VTC2024-Spring 2024 - Singapore, Singapore
Duration: 24 Jun 202427 Jun 2024

Publication series

NameIEEE Vehicular Technology Conference
ISSN (Print)1550-2252

Conference

Conference99th IEEE Vehicular Technology Conference, VTC2024-Spring 2024
Country/TerritorySingapore
CitySingapore
Period24/06/2427/06/24

Keywords

  • Automated guided vehicles (AGVs)
  • environmental sensing
  • high-resolution
  • movable ultrasonic sensor
  • nonlinear sensing algorithm

Fingerprint

Dive into the research topics of 'A High-Resolution Ultrasonic Environmental Sensing Scheme for Indoor Automated Guided Vehicle Obstacle Avoidance'. Together they form a unique fingerprint.

Cite this