The AUV location and location error analysis based on binocular stereo vision

Jun Chai Gao, Ming Yong Liu, Fei Xu

Research output: Contribution to specialist publicationArticle

1 Scopus citations

Abstract

In the AUV binocular vision navigation, in order to improve the AUV positioning accuracy, optimizing the stereo vision imaging system structure and weighted least-square method is proposed. The principle of AUV location is analyzed, and that the AUV location accuracy depends on the measurement precision of the three dimensional space point is proposed. Based on the analysis of stereo vision measurement principle, it is puts forward that the baseline, the focal length, and the object distance directly affect the stereoscopic vision measurement precision, and mathematical relation model was established for the measurement error. The simulation results show that the model can optimize stereo vision system structure and imaging parameters, and the positioning accuracy of AUV can be effectively controlled. Because measurement error of space point is different with the imaging position, the weighted least squares method is proposed. Measurement data is selectively used according to the measurement error, the positioning. An accuracy of AUV is improved.

Original languageEnglish
Pages291-297
Number of pages7
Volume156
No9
Specialist publicationSensors and Transducers
StatePublished - Aug 2013

Keywords

  • AUV autonomous location
  • Binocular stereo vision
  • Error mathematical model
  • Three dimensional measurement error
  • Weighted least squares method

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