Abstract:
Multi-robot applications in industrial scenarios have to cover a large spectrum of tasks reaching from low level control functions on the machine level up to high level c...Show MoreMetadata
Abstract:
Multi-robot applications in industrial scenarios have to cover a large spectrum of tasks reaching from low level control functions on the machine level up to high level coordination tasks. The configuration of these tasks related to single or multi-robot algorithms depends on the individual requirements of the scenario (i.e. number of entities, communication bandwidth, failure assumptions). Therefore, the developer may decide to run a path planning algorithm individually for each robot to avoid an additional exchange of information. For a scenario with a large communication bandwidth, a planner in the global context would be more suitable in order to receive an optimal result. In this paper we present an architecture that implements this decision online. Our context-aware task controller evaluates the communication situation and triggers a context switch (global, local, individual) of the task execution. By shifting the decision from design-time to run-time, we close the gap between supervision and swarm approaches and provide an optimized behavior.
Published in: 2016 IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA)
Date of Conference: 06-09 September 2016
Date Added to IEEE Xplore: 07 November 2016
ISBN Information:
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- IEEE Keywords
- Index Terms
- Context-aware ,
- Global Context ,
- Task Execution ,
- Path Planning ,
- Pathfinding ,
- Communication Situations ,
- Communication Bandwidth ,
- Context Switching ,
- Knowledge Base ,
- Service Quality ,
- Local Context ,
- Robotic System ,
- Fault-tolerant ,
- Application Programming Interface ,
- Data Exchange ,
- Global Perspective ,
- Distributed Control ,
- Multi-agent Systems ,
- Robotic Applications ,
- Application Context ,
- Single Robot ,
- Current Communication ,
- Task Scheduling ,
- Position Of The Robot ,
- Local Execution ,
- Implementation Of Tasks ,
- Software Agents ,
- Individual Robots ,
- Communication Coverage
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Context-aware ,
- Global Context ,
- Task Execution ,
- Path Planning ,
- Pathfinding ,
- Communication Situations ,
- Communication Bandwidth ,
- Context Switching ,
- Knowledge Base ,
- Service Quality ,
- Local Context ,
- Robotic System ,
- Fault-tolerant ,
- Application Programming Interface ,
- Data Exchange ,
- Global Perspective ,
- Distributed Control ,
- Multi-agent Systems ,
- Robotic Applications ,
- Application Context ,
- Single Robot ,
- Current Communication ,
- Task Scheduling ,
- Position Of The Robot ,
- Local Execution ,
- Implementation Of Tasks ,
- Software Agents ,
- Individual Robots ,
- Communication Coverage