DocumentCode
2191722
Title
The Gas-Leaking Sensing System and The Vision Navigation and Orientation of Mobile Manipulator
Author
Cheng-Jun, Ding ; Ping, Duan ; Bing-qing, Liu ; Ming-Lu, Zhang
Author_Institution
Sch. of Mech. Eng., Hebei Univ. of Technol., Tianjin
fYear
2006
fDate
17-20 Dec. 2006
Firstpage
148
Lastpage
153
Abstract
In this paper, we mainly research three aspects content, that is 1) The intelligent sensing system for chemical gas leak, which consists of three units. Many sensors are installed on the twelve different areas of easily leaking, if there are leak, will transmit the leaking area to the main computer of manipulator. 2) According to the 1)´ information, a navigation system of mobile manipulator is designed, which puts forward using CCD to recognize colour road, which is laid on the ground, to arrive at the aim. In the process of navigation, adopts a new fuzzy control strategy, when the curving extent of path satisfies definite condition, adopting fuzzy control with Genetic Algorithm off-line optimizing the membership function parameters of fuzzy controller. 3) After arriving at the leaking area, the exact orientation of manipulator is implemented by visual and ultrasonic sensor. Segmenting the objective figure uses group colour up method and recognition object uses invariant moments. The whole process is applied on the HEBUT-II intelligent mobile manipulator. The result proves its validity and feasibility.
Keywords
fuzzy control; gas sensors; image colour analysis; intelligent robots; intelligent sensors; leak detection; manipulators; mobile robots; object recognition; path planning; robot vision; service robots; HEBUT- II; chemical gas leak; fuzzy control strategy; gas-leaking sensing system; genetic algorithm; intelligent mobile manipulator; intelligent sensing system; mobile manipulator orientation; object recognition; ultrasonic sensor; vision navigation; Charge coupled devices; Chemical sensors; Fuzzy control; Intelligent sensors; Intelligent systems; Machine vision; Mobile computing; Navigation; Roads; Sensor systems; gas sensing system; mobile manipulator; orientation; vision navigation;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics, 2006. ROBIO '06. IEEE International Conference on
Conference_Location
Kunming
Print_ISBN
1-4244-0570-X
Electronic_ISBN
1-4244-0571-8
Type
conf
DOI
10.1109/ROBIO.2006.340331
Filename
4141855
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