Achim J. Lilienthal and Tom Duckett
Experimental Analysis of Gas-Sensitive Braitenberg Vehicles
Advanced Robotics, Volume 18, Number 8, 1 December 2004, pp. 817-834
Abstract: This article addresses the problem of localising a static gas source in an indoor environment by a mobile robot. In contrast to previous works, the environment is not artificially ventilated to produce a strong unidirectional airflow. Here, the dominant transport mechanisms of gas molecules are turbulence and convection flow rather than diffusion, which results in a patchy, chaotically fluctuating gas distribution. Two Braitenberg-type strategies (positive and negative tropotaxis) based on the instantaneously measured spatial concentration gradient were investigated. Both strategies were shown to be of potential use for gas source localisation. As a possible solution to the problem of gas source declaration (the task of determining with certainty that the gas source has been found), an indirect localisation strategy based on exploration and concentration peak avoidance is suggested. Here, a gas source is located by exploiting the fact that local concentration maxima occur more frequently near the gas source compared to distant regions.
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Bibtex:
@ARTICLE{Lilienthal_Duckett:AR:2004,
  AUTHOR = {Lilienthal, Achim~J. and Duckett, Tom},
  TITLE = {Experimental Analysis of Gas-Sensitive Braitenberg Vehicles},
  JOURNAL = {Advanced Robotics},
  YEAR = {2004},
  VOLUME = {18},
  NUMBER = {8},
  PAGES = {817--834},
  MONTH = {December 1}
}