DocumentCode :
1651100
Title :
Robotics vision-based system for an underwater pipeline and cable tracker
Author :
Narimani, Mehdi ; Nazem, Soroosh ; Loueipour, Mehdi
Author_Institution :
Subsea Sci. & Technol. Res. Center, Isfahan Univ. of Technol., Isfahan, Iran
fYear :
2009
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents a robotics vision-based system for an underwater pipeline and cable tracker. This system is introduced to improve the level of automation of underwater remote operated vehicles (ROVs) operations which combines computer vision with an underwater robotics system to perform target tracking and intelligent navigation. This study focuses on developing image processing algorithms and nonlinear control method for tracking the pipeline or cable. By using the proposed image processing method, at first the picture frames are converted to gray pictures and these images should be applied for an edge detector at last by using Hough transform the angle of the robot can be found. This angle is used as a reference input of heading controller. By using the adaptive sliding mode controller, the ROV can easily track the cable or pipeline. The system has been tested using sequences coming from a video tape obtained in several tracking sessions of various cables and pipelines with an ROV.
Keywords :
Hough transforms; adaptive control; cables (mechanical); edge detection; intelligent control; mobile robots; navigation; nonlinear control systems; path planning; pipelines; remotely operated vehicles; robot vision; target tracking; underwater vehicles; variable structure systems; Hough transform; adaptive sliding mode control; computer vision; edge detector; gray pictures; image processing algorithm; intelligent navigation; nonlinear control method; picture frames; robotics vision-based system; target tracking; underwater cable tracker; underwater pipeline tracker; underwater remote operated vehicles; underwater robotics system; Image edge detection; Image processing; Intelligent robots; Pipelines; Remotely operated vehicles; Robot vision systems; Robotics and automation; Target tracking; Underwater cables; Underwater tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
OCEANS 2009 - EUROPE
Conference_Location :
Bremen
Print_ISBN :
978-1-4244-2522-8
Electronic_ISBN :
978-1-4244-2523-5
Type :
conf
DOI :
10.1109/OCEANSE.2009.5278327
Filename :
5278327
Link To Document :
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