Title :
Reliable, cloud-based communication for multi-robot systems
Author :
Hartanto, Rudy ; Eich, M.
Author_Institution :
Robot. Innovation Center, German Res. Center for Artificial Intell., Bremen, Germany
Abstract :
In contrast to single robotic agent, multi-robot systems are highly dependent on reliable communication. Robots have to synchronize tasks or to share poses and sensor readings with other agents, especially for co-operative mapping task where local sensor readings are incorporated into a global map. The drawback of existing communication frameworks is that most are based on a central component which has to be constantly within reach. Additionally, they do not prevent data loss between robots if a failure occurs in the communication link. During a distributed mapping task, loss of data is critical because it will corrupt the global map. In this work, we propose a cloud-based publish/subscribe mechanism which enables reliable communication between agents during a cooperative mission using the Data Distribution Service (DDS) as a transport layer. The usability of our approach is verified by several experiments taking into account complete temporary communication loss.
Keywords :
cloud computing; message passing; mobile robots; multi-robot systems; telecommunication links; telerobotics; DDS; cloud-based communication; cloud-based publish mechanism; cloud-based subscribe mechanism; communication link; cooperative mapping task; data distribution service; data loss; distributed mapping task; global map; multirobot systems; reliable communication; sensor readings; single robotic agent; transport layer; Couplings; OWL; Observers; Reliability; Robot sensing systems;
Conference_Titel :
Technologies for Practical Robot Applications (TePRA), 2014 IEEE International Conference on
Conference_Location :
Woburn, MA
Print_ISBN :
978-1-4799-4606-8
DOI :
10.1109/TePRA.2014.6869142