An underwater pipeline tracking system for amphibious spherical robots

Liwei Shi*, Zhan Chen, Shuxiang Guo, Ping Guo, Yanlin He, Shaowu Pan, Huiming Xing, Shuxiang Su, Kun Tang

*Corresponding author for this work

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

11 Citations (Scopus)

Abstract

Based on monocular camera, an underwater detection and tracking system for amphibious spherical robot is proposed to realize autonomous cruise of underwater pipelines. Firstly, according to the imaging characteristics of underwater image, the image of pipeline is detected by image binarization, edge detection and Hough transform. And then, the Kalman filter was carried out according to the edge information and the underwater pipeline was tracked. The control scheme of the visual system to the amphibious spherical robot was improved, and the tracking pipe motion of the amphibious robot is controlled by PID algorithm. Finally, we carried out some experiments under different scenes to demonstrate the effectiveness of the proposed underwater pipeline tracking system, and the experimental results showed that the proposed underwater pipeline tracking algorithm has good robustness and real - time performance.

Original languageEnglish
Title of host publication2017 IEEE International Conference on Mechatronics and Automation, ICMA 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1390-1395
Number of pages6
ISBN (Electronic)9781509067572
DOIs
Publication statusPublished - 23 Aug 2017
Event14th IEEE International Conference on Mechatronics and Automation, ICMA 2017 - Takamatsu, Japan
Duration: 6 Aug 20179 Aug 2017

Publication series

Name2017 IEEE International Conference on Mechatronics and Automation, ICMA 2017

Conference

Conference14th IEEE International Conference on Mechatronics and Automation, ICMA 2017
Country/TerritoryJapan
CityTakamatsu
Period6/08/179/08/17

Keywords

  • Amphibious Spherical Robot
  • Kalman Filter
  • PID Control
  • Pipeline Inspection
  • Pipeline Tracking

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