Control-guided Communication: Efficient Resource Arbitration and Allocation in Multi-hop Wireless Control Systems
Baumann, Dominik, Mager, Fabian, Zimmerling, Marco, Trimpe, Sebastian
–arXiv.org Artificial Intelligence
In future autonomous systems, wireless multi-hop communication is key to enable collaboration among distributed agents at low cost and high flexibility. When many agents need to transmit information over the same wireless network, communication becomes a shared and contested resource. Event-triggered and self-triggered control account for this by transmitting data only when needed, enabling significant energy savings. However, a solution that brings those benefits to multi-hop networks and can reallocate freed up bandwidth to additional agents or data sources is still missing. To fill this gap, we propose control-guided communication, a novel co-design approach for distributed self-triggered control over wireless multi-hop networks. The control system informs the communication system of its transmission demands ahead of time, and the communication system allocates resources accordingly. Experiments on a cyber-physical testbed show that multiple cart-poles can be synchronized over wireless, while serving other traffic when resources are available, or saving energy. These experiments are the first to demonstrate and evaluate distributed self-triggered control over low-power multi-hop wireless networks at update rates of tens of milliseconds.
arXiv.org Artificial Intelligence
Jun-8-2019
- Country:
- Europe > Germany > Baden-Württemberg (0.28)
- Genre:
- Research Report (0.50)
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- Law > Alternative Dispute Resolution (0.40)
- Technology:
- Information Technology
- Artificial Intelligence
- Representation & Reasoning > Agents (1.00)
- Robots (1.00)
- Communications > Networks (1.00)
- Artificial Intelligence
- Information Technology