Title :
The Cleaning Machine Path Design Using Image Recognition Techniques
Author :
Wen Yuan Chen ; Shih Sung Cheng ; Ching Te Wang ; Chin Fu Tsai ; Chiou Kou Tung
Author_Institution :
Dept. of Electron. Eng., Nat. Chin-Yi Univ. of Technol., Taichung, Taiwan
Abstract :
The automatic global path planning of the cleaning machine is a core work of the service-oriented robots. Its functions include wisdom of local positioning, global positioning, route planning and route tracking. The methods have double round positioning, three-point positioning, cross-ratio positioning, bilinear interpolation, cubic interpolation, memory path flow-chart, vector-path tracing, and many other algorithms. Infrared and ultrasonic waves required for the hardware are used as distance detection, and combined with a smart obstacle-avoidance algorithm to correctly avoid all the obstacles. The overall design goal is to achieve under stable, reliable states accurate control and flexible movement. In this paper, we hoped to achieve high efficiency of automatic mobile obstacle-avoidance capability by using image processing techniques.
Keywords :
collision avoidance; image recognition; interpolation; mobile robots; service robots; bilinear interpolation; cleaning machine path design; cross-ratio positioning; cubic interpolation; distance detection; double round positioning; global positioning; image recognition techniques; infrared waves; local positioning; memory path flow-chart; path planning; route planning; route tracking; service-oriented robots; smart obstacle-avoidance algorithm; three-point positioning; ultrasonic waves; vector-path tracing; Cameras; Cleaning; Industries; Path planning; Robot vision systems; Service robots; global path planning; image processing; obstacle-avoidance capability;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2014 Tenth International Conference on
Conference_Location :
Kitakyushu
Print_ISBN :
978-1-4799-5389-9
DOI :
10.1109/IIH-MSP.2014.116