Please Scroll down for Article Applied Bionics and Biomechanics Identifying an Odour Source in Fluid-advected Environments, Algorithms Abstracted from Moth-inspired Plume Tracing Strategies Identifying an Odour Source in Fluid-advected Environments, Algorithms Abstracted from Moth-inspired Plume Tra

This paper presents algorithms for identifying the odour source of a chemical plume with significant filament intermittency and meander developed in fluid-advected environments. The algorithms are abstracted from moth-inspired chemical plume tracing strategies in two steps. First, we introduce the concept of the last chemical detection points that leads to construction of a source identification zone and development of two variations in the source identification algorithms. Second, we use Monte Carlo methods to optimise the proposed algorithms in a simulated environment. The evaluation results demonstrate that the optimised algorithm achieves a success rate of over 90% in identifying the source location, the average identification time is 3--4 min and the average error is 1--2 m surrounding the source location.

[1]  Jay A. Farrell,et al.  Tracking of Fluid-Advected Odor Plumes: Strategies Inspired by Insect Orientation to Pheromone , 2001, Adapt. Behav..

[2]  Gideon Kowadlo,et al.  Naive physics for effective odour localisation , 2003 .

[3]  Wei Li Moth plume-tracing derived algorithm for identifying chemical source in near-shore ocean environments , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[4]  Wei Li Abstraction of Odor Source Declaration Algorithm from Moth-Inspired Plume Tracing Strategies , 2006, 2006 IEEE International Conference on Robotics and Biomimetics.

[5]  H. Ishida,et al.  Plume-Tracking Robots: A New Application of Chemical Sensors , 2001, The Biological Bulletin.

[6]  Andreas Zell,et al.  Learning to detect proximity to a gas source with a mobile robot , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

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

[8]  Donald R. Webster,et al.  On the usefulness of bilateral comparison to tracking turbulent chemical odor plumes , 2001 .

[9]  J. Farrell,et al.  Filament-Based Atmospheric Dispersion Model to Achieve Short Time-Scale Structure of Odor Plumes , 2002 .

[10]  R. Cardé,et al.  Navigational Strategies Used by Insects to Find Distant, Wind-Borne Sources of Odor , 2008, Journal of Chemical Ecology.

[11]  Keith B. Ward,et al.  Chemical Plume Tracing , 2002 .

[12]  Jay A. Farrell,et al.  Moth-inspired chemical plume tracing on an autonomous underwater vehicle , 2006, IEEE Transactions on Robotics.

[13]  Frank W. Grasso,et al.  Biomimetic robot lobster performs chemo-orientation in turbulence using a pair of spatially separated sensors: Progress and challenges , 2000, Robotics Auton. Syst..

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

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

[16]  R. Andrew Russell,et al.  Tracking chemical plumes in constrained environments , 2001, Robotica.

[17]  J.A. Farrell,et al.  Chemical plume tracing via an autonomous underwater vehicle , 2005, IEEE Journal of Oceanic Engineering.

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

[19]  R T Cardé,et al.  Odour plumes and odour-mediated flight in insects. , 2007, Ciba Foundation symposium.

[20]  J. H. Belanger,et al.  Behavioral strategies underlying pheromone-modulated flight in moths: lessons from simulation studies , 1998, Journal of Comparative Physiology A.

[21]  Jiri Janata,et al.  A Multidisciplinary Study of Spatial and Temporal Scales Containing Information in Turbulent Chemical Plume Tracking , 2002 .

[22]  Q. Liao,et al.  The Information Content of a Scalar Plume – A Plume Tracing Perspective , 2002 .

[23]  Benoit Cushman-Roisin What is Environmental Fluid Mechanics? , 2001 .