Title :
Mobile robot path planning using vision and olfaction to search for a gas source
Author :
Ishida, Hiroshi ; Ushiku, Takashi ; Toyama, Shigeki ; Taniguchi, Haruki ; Moriizumi, Toyosaka
Author_Institution :
Dept. of Mech. Syst. Eng., Tokyo Univ. of Agric. & Technol.
fDate :
Oct. 30 2005-Nov. 3 2005
Abstract :
A new approach to search for a gas/odor source using a mobile robot is presented. When the presence of gas is detected, the robot turns in the direction of the airflow that carries the gas, and looks for any suspicious object. Path planning is performed using a potential field method. Unlike the classical obstacle avoidance techniques, a Mexican-hat shaped potential field is formed around the visually detected object. Consequently, the robot is guided along the perimeter of the object to sniff out the location of the gas leak. Experimental results are presented to demonstrate the validity of the proposed algorithm
Keywords :
chemioception; collision avoidance; electronic noses; mobile robots; robot vision; Mexican-hat shaped potential field; airflow direction; gas leak; gas source search; gas-odor source; mobile robot; obstacle avoidance; path planning; robot olfaction; robot vision; visually detected object; Agricultural engineering; Fires; Gas detectors; Mechanical systems; Mobile robots; Object detection; Olfactory; Path planning; Robot sensing systems; Systems engineering and theory;
Conference_Titel :
Sensors, 2005 IEEE
Conference_Location :
Irvine, CA
Print_ISBN :
0-7803-9056-3
DOI :
10.1109/ICSENS.2005.1597899