Robotic odor source localization via adaptive bio-inspired navigation using fuzzy inference methods

[1]  Daojing He,et al.  Pollution Source Localization Based on Multi-UAV Cooperative Communication , 2019, IEEE Access.

[2]  Mahardhika Pratama,et al.  Evolving Type-2 Fuzzy Classifier , 2016, IEEE Transactions on Fuzzy Systems.

[3]  Ming Zeng,et al.  A Flying Odor Compass to Autonomously Locate the Gas Source , 2018, IEEE Transactions on Instrumentation and Measurement.

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

[5]  M. B. Wiley,et al.  The relationship between mean and instantaneous structure in turbulent passive scalar plumes , 2002 .

[6]  Wen-Hua Chen,et al.  Information-Based Search for an Atmospheric Release Using a Mobile Robot: Algorithm and Experiments , 2019, IEEE Transactions on Control Systems Technology.

[7]  Jian Huang,et al.  Towards Environmentally Adaptive Odor Source Localization: Fuzzy Lévy Taxis Algorithm and Its Validation in Dynamic Odor Plumes , 2020, 2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM).

[8]  Shane Legg,et al.  Human-level control through deep reinforcement learning , 2015, Nature.

[9]  Qichao Zhang,et al.  Deep Reinforcement Learning-Based Automatic Exploration for Navigation in Unknown Environment , 2020, IEEE Transactions on Neural Networks and Learning Systems.

[10]  Jose C. Principe,et al.  Odor tracking in aquatic organisms: the importance of temporal and spatial intermittency of the turbulent plume , 2020, Scientific Reports.

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

[12]  Nils T. Basse,et al.  Scaling of turbulence intensity for low-speed flow in smooth pipes , 2016 .

[13]  P. Schippers,et al.  Variable wind directions and anemotactic strategies of searching for an odour plume , 1984, Oecologia.

[14]  Tom Duckett,et al.  Experimental analysis of gas-sensitive Braitenberg vehicles , 2004, Adv. Robotics.

[15]  Victor Talpaert,et al.  Deep Reinforcement Learning for Autonomous Driving: A Survey , 2020, IEEE Transactions on Intelligent Transportation Systems.

[16]  Bimal K. Bose,et al.  Expert system, fuzzy logic, and neural network applications in power electronics and motion control , 1994, Proc. IEEE.

[17]  Paul F. M. J. Verschure,et al.  Moth-Like Chemo-Source Localization and Classification on an Indoor Autonomous Robot , 2011 .

[18]  Lingxiao Wang,et al.  Chemical Plume Tracing using an AUV based on POMDP Source Mapping and A-star Path Planning , 2019, OCEANS 2019 MTS/IEEE SEATTLE.

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

[20]  Jay A. Farrell,et al.  Plume mapping via hidden Markov methods , 2003, IEEE Trans. Syst. Man Cybern. Part B.

[21]  Yang Wang,et al.  Odor source localization using a mobile robot in outdoor airflow environments with a particle filter algorithm , 2011, Auton. Robots.

[22]  B.K. Bose,et al.  A fuzzy set theory based control of a phase-controlled converter DC machine drive , 1991, Conference Record of the 1991 IEEE Industry Applications Society Annual Meeting.

[23]  Lino Marques,et al.  Particle swarm-based olfactory guided search , 2006, Auton. Robots.

[24]  Jelle Atema,et al.  Toward the convergence: robot and lobster perspectives of tracking odors to their source in the turbulent marine environment , 1998, Proceedings of the 1998 IEEE International Symposium on Intelligent Control (ISIC) held jointly with IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA) Intell.

[25]  Chen Yu,et al.  Underwater chemical plume tracing based on partially observable Markov decision process , 2019, International Journal of Advanced Robotic Systems.

[26]  J. Farrell,et al.  Chemical plume tracing experimental results with a REMUS AUV , 2003, Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492).

[27]  Paolo Dario,et al.  SPIRAL: A novel biologically-inspired algorithm for gas/odor source localization in an indoor environment with no strong airflow , 2009, Robotics Auton. Syst..

[28]  Shuo Pang,et al.  Chemical Plume Source Localization , 2006, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[29]  Robert Sutton,et al.  Chemical Plume Tracing and Odour Source Localisation by Autonomous Vehicles , 2007 .

[30]  Jie-yong Zhou,et al.  A bionic plume tracing method with a mobile robot in outdoor time-varying airflow environment , 2015, 2015 IEEE International Conference on Information and Automation.

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

[32]  J. Murlis,et al.  Fine‐scale structure of odour plumes in relation to insect orientation to distant pheromone and other attractant sources , 1981 .

[33]  Lu Qiang,et al.  A learning particle swarm optimization algorithm for odor source localization , 2011, Int. J. Autom. Comput..

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

[35]  R. Cardé,et al.  Mechanisms of Flight of Male Moths to Pheromone , 1997 .

[36]  Alcherio Martinoli,et al.  A comparison of casting and spiraling algorithms for odor source localization in laminar flow , 2008, 2008 IEEE International Conference on Robotics and Automation.

[37]  T. Moriizumi,et al.  Controlling a gas/odor plume-tracking robot based on transient responses of gas sensors , 2005, IEEE Sensors Journal.

[38]  Xiaoci Huang Improved 'Infotaxis' Algorithm-Based Cooperative Multi-USV Pollution Source Search Approach in Lake Water Environment , 2020, Symmetry.

[39]  R. Andrew Russell,et al.  A comparison of reactive robot chemotaxis algorithms , 2003, Robotics Auton. Syst..

[40]  Achim J. Lilienthal,et al.  Mobile Robots for Localizing Gas Emission Sources on Landfill Sites: Is Bio-Inspiration the Way to Go? , 2011, Front. Neuroeng..

[41]  Massimo Vergassola,et al.  ‘Infotaxis’ as a strategy for searching without gradients , 2007, Nature.

[42]  Jian Huang,et al.  Odor source localization algorithms on mobile robots: A review and future outlook , 2019, Robotics Auton. Syst..

[43]  Andreas Kroll,et al.  RoboGasInspector - A Mobile Robotic System for Remote Leak Sensing and Localization in Large Industrial Environments: Overview and First Results , 2012 .

[44]  W. Jatmiko,et al.  A pso-based mobile robot for odor source localization in dynamic advection-diffusion with obstacles environment: theory, simulation and measurement , 2007, IEEE Computational Intelligence Magazine.

[45]  Lino Marques,et al.  Robots for Environmental Monitoring: Significant Advancements and Applications , 2012, IEEE Robotics & Automation Magazine.

[46]  Yuzhen Wang,et al.  Multivariable Fuzzy Control Based Mobile Robot Odor Source Localization via Semitensor Product , 2015 .

[47]  Ryohei Kanzaki,et al.  Modeling of the Adaptive Chemical Plume Tracing Algorithm of an Insect Using Fuzzy Inference , 2020, IEEE Transactions on Fuzzy Systems.

[48]  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..

[49]  Ryohei Kanzaki,et al.  Analysis of the role of wind information for efficient chemical plume tracing based on optogenetic silkworm moth behavior , 2019, Bioinspiration & biomimetics.

[50]  Alberto Viseras,et al.  Robotic Information Gathering With Reinforcement Learning Assisted by Domain Knowledge: An Application to Gas Source Localization , 2021, IEEE Access.

[51]  Shiji Song,et al.  Plume Tracing via Model-Free Reinforcement Learning Method , 2019, IEEE Transactions on Neural Networks and Learning Systems.

[52]  Fangming Zhu,et al.  Reactive planning for olfactory-based mobile robots , 2009, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[53]  Aiqun Zhang,et al.  Simulation environment and guidance system for AUV tracing chemical plume in 3-dimensions , 2010, 2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics (CAR 2010).

[54]  Ring T. Cardé,et al.  Strategies for recontacting a lost pheromone plume: casting and upwind flight in the male gypsy moth , 1994 .

[55]  Ryohei Kanzaki,et al.  Time-Varying Moth-Inspired Algorithm for Chemical Plume Tracing in Turbulent Environment , 2018, IEEE Robotics and Automation Letters.

[56]  Ali Marjovi,et al.  A 3-D bio-inspired odor source localization and its validation in realistic environmental conditions , 2017, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[57]  Dana R. Yoerger,et al.  A novel method for hydrothermal vents prospecting using an autonomous underwater robot , 2008, 2008 IEEE International Conference on Robotics and Automation.

[58]  Riccardo Poli,et al.  Particle swarm optimization , 1995, Swarm Intelligence.

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

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

[61]  R. Andrew Russell,et al.  Robot Odor Localization: A Taxonomy and Survey , 2008, Int. J. Robotics Res..

[62]  Mehrdad Dianati,et al.  Towards connected autonomous driving: review of use-cases , 2018, Vehicle System Dynamics.

[63]  Zhilong Chen,et al.  Experimental study on a comprehensive particle swarm optimization method for locating contaminant sources in dynamic indoor environments with mechanical ventilation , 2019, Energy and Buildings.

[64]  Jian Huang,et al.  A Deep Q-Network for robotic odor/gas source localization: Modeling, measurement and comparative study , 2021 .

[65]  Qing-Long Han,et al.  A Finite-Time Motion Control Strategy for Odor Source Localization , 2014, IEEE Transactions on Industrial Electronics.

[66]  Ali Marjovi,et al.  An Algorithm for Odor Source Localization based on Source Term Estimation , 2019, 2019 International Conference on Robotics and Automation (ICRA).

[67]  J. Elkinton,et al.  Evaluation of time-average dispersion models for estimating pheromone concentration in a deciduous forest , 1984, Journal of Chemical Ecology.

[68]  Roi Gurka,et al.  Moth-inspired navigation algorithm in a turbulent odor plume from a pulsating source , 2013, PloS one.

[69]  S. Pang,et al.  An Implementation of the Adaptive Neuro-Fuzzy Inference System (ANFIS) for Odor Source Localization , 2020, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[70]  M. Reidenbach,et al.  Interpreting the Spatial-Temporal Structure of Turbulent Chemical Plumes Utilized in Odor Tracking by Lobsters , 2020 .

[71]  Lingxiao Wang,et al.  Olfactory-Based Navigation via Model-Based Reinforcement Learning and Fuzzy Inference Methods , 2021, IEEE Transactions on Fuzzy Systems.

[72]  Lino Marques,et al.  A Comparative Study of Bio-Inspired Odour Source Localisation Strategies from the State-Action Perspective , 2019, Sensors.

[73]  Shirong Liu,et al.  A Cooperative Control Framework for a Collective Decision on Movement Behaviors of Particles , 2016, IEEE Transactions on Evolutionary Computation.

[74]  Yang Wang,et al.  Collective Odor Source Estimation and Search in Time-Variant Airflow Environments Using Mobile Robots , 2011, Sensors.