Online switch of communication modalities for efficient multirobot exploration

Exploration of unknown environments with multirobot systems subject to communication constraints is a task involved in several applications, like search and rescue and monitoring. The approaches proposed so far to address this problem are usually based on the use of a single communication modality, for instance, either multi-hop (MH) or rendezvous (RV), during the whole mission. However, it has been conjectured that online switching between communication modalities could be beneficial. In this work, we empirically investigate this hypothesis by presenting an exploring multirobot system that can originally switch between communication modalities during an exploration mission.

[1]  Andreas Birk,et al.  Multi-robot exploration under the constraints of wireless networking , 2007 .

[2]  Ning Xi,et al.  Connectivity and bandwidth-aware real-time exploration in mobile robot networks , 2013, Wirel. Commun. Mob. Comput..

[3]  Alberto Quattrini Li,et al.  A System for Building Semantic Maps of Indoor Environments Exploiting the Concept of Building Typology , 2013, RoboCup.

[4]  Francesco Amigoni,et al.  Exploiting Structural Properties of Buildings Towards General Semantic Mapping Systems , 2014, IAS.

[5]  Stephen Cameron,et al.  MRESim, a Multi-robot Exploration Simulator for the Rescue Simulation League , 2014, RoboCup.

[6]  Wolfram Burgard,et al.  Improved Techniques for Grid Mapping With Rao-Blackwellized Particle Filters , 2007, IEEE Transactions on Robotics.

[7]  Stephen Cameron,et al.  Time Preference for Information in Multi-agent Exploration with Limited Communication , 2013, TAROS.

[8]  Torsten Andre Autonomous exploration by robot teams: coordination, communication, and collaboration / Dipl.-Ing. Torsten Andre , 2015 .

[9]  K. Madhava Krishna,et al.  A two phase recursive tree propagation based multi-robotic exploration framework with fixed base station constraint , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[10]  Arturo Gil,et al.  A comparison of path planning strategies for autonomous exploration and mapping of unknown environments , 2012, Auton. Robots.

[11]  Julian de Hoog,et al.  Role-based multi-robot exploration , 2011 .

[12]  Nicola Basilico,et al.  Asynchronous multirobot exploration under recurrent connectivity constraints , 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

[13]  Paramvir Bahl,et al.  RADAR: an in-building RF-based user location and tracking system , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[14]  Andreas Birk,et al.  Merging Occupancy Grid Maps From Multiple Robots , 2006, Proceedings of the IEEE.