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A New Multiple State Estimation Cooperative Positioning Method Based on MEMS/Underwater Acoustic Ranging for Multiple UUVs

  • Qingxin Wang
  • , Wei Gao
  • , Shiwei Fan*
  • , Ya Zhang
  • , Guangmin Li
  • , Yanyan Wang
  • , Kun Guo
  • *Corresponding author for this work
  • Harbin Institute of Technology
  • Harbin Engineering University
  • Ltd.

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

Abstract

In the traditional cooperative positioning scheme, navigation information is provided from the compass and doppler velocity log. These sensors are large and expensive. To meet the needs of low cost and miniaturization, a new cooperative positioning scheme based on Micro-Electro-Mechanical System (MEMS)/underwater acoustic ranging is designed in this paper, and a multiple state estimation cooperative positioning method based on ranging information is proposed. Specifically, MEMS is the main source of navigation information for follower underwater unmanned vehicle (UUV), and underwater acoustic ranging information is the constraint. Finally, the attitude, velocity, position of follower UUV in three directions as well as the three-axis gyro drift and the three-axis accelerometer bias of MEMS are estimated by utilizing the ranging information. The effectiveness of our scheme and methodology is thoroughly validated through simulations and experiments. Importantly, our proposed method demonstrates a significant improvement in positioning accuracy, outperforming the traditional approach by an impressive 68.75%. This remarkable enhancement highlights the efficacy and reliability of our innovative solution.

Original languageEnglish
Title of host publication2023 IEEE International Conference on Mechatronics and Automation, ICMA 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1352-1357
Number of pages6
ISBN (Electronic)9798350320831
DOIs
StatePublished - 2023
Externally publishedYes
Event20th IEEE International Conference on Mechatronics and Automation, ICMA 2023 - Harbin, Heilongjiang, China
Duration: 6 Aug 20239 Aug 2023

Publication series

Name2023 IEEE International Conference on Mechatronics and Automation, ICMA 2023

Conference

Conference20th IEEE International Conference on Mechatronics and Automation, ICMA 2023
Country/TerritoryChina
CityHarbin, Heilongjiang
Period6/08/239/08/23

Keywords

  • MEMS
  • cooperative positioning
  • multiple state estimation
  • underwater unmanned vehicle (UUV)

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