Mobile robot navigation using vision and olfaction to search for a gas/odor source

This paper presents a new approach to search for a gas/odor source using an autonomous mobile robot. The robot is equipped with a CMOS camera, gas sensors, and airflow sensors. When no gas is present, the robot looks for a salient object in the camera image. The robot approaches any object found in the field of view, and checks it with the gas sensors to see if the object is releasing gas. On the other hand, if the robot detects the presence of gas while wandering around the area, it turns toward the direction of the wind that carries the gas. The robot then looks for any visible object in that direction. These navigation strategies are implemented into the robot under the framework of the behavior-based subsumption architecture. Experimental results on the search for a leaking bottle in an indoor environment are presented to demonstrate the validity of the navigation strategies.

[1]  John Murtis,et al.  Odor Plumes and How Insects Use Them , 1992 .

[2]  Takamichi Nakamoto,et al.  Odor-source localization in the clean room by an autonomous mobile sensing system , 1996 .

[3]  Isao Shimoyama,et al.  Steering control of a mobile robot using insect antennae , 1995, Proceedings 1995 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human Robot Interaction and Cooperative Robots.

[4]  Takamichi Nakamoto,et al.  Study of autonomous mobile sensing system for localization of odor source using gas sensors and anemometric sensors , 1994 .

[5]  Rodney M. Goodman,et al.  Distributed odor source localization , 2002 .

[6]  Giulio Sandini,et al.  Gradient driven self-organizing systems , 1993, Proceedings of 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '93).

[7]  Frank W. Grasso,et al.  Integration of Flow and Chemical Sensing for Guidance of Autonomous Marine Robots in Turbulent Flows , 2002 .

[8]  Lino Marques,et al.  Olfaction-based mobile robot navigation , 2002 .

[9]  Andreas Zell,et al.  Gas distribution in unventilated indoor environments inspected by a mobile robot , 2003 .

[10]  Rodney A. Brooks,et al.  A Robust Layered Control Syste For A Mobile Robot , 2022 .

[11]  Thomas Bräunl,et al.  Autonomous Mobile Robots with On-Board Vision and Local Intelligence , 1999 .

[12]  C. Chryssostomidis,et al.  AUV guidance with chemical signals , 1994, Proceedings of IEEE Symposium on Autonomous Underwater Vehicle Technology (AUV'94).

[13]  David V. Thiel,et al.  A robotic system to locate hazardous chemical leaks , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.