Control-guided Communication: Efficient Resource Arbitration and Allocation in Multi-hop Wireless Control Systems
Abstract
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.
Keywords
Cite
@article{arxiv.1906.03458,
title = {Control-guided Communication: Efficient Resource Arbitration and Allocation in Multi-hop Wireless Control Systems},
author = {Dominik Baumann and Fabian Mager and Marco Zimmerling and Sebastian Trimpe},
journal= {arXiv preprint arXiv:1906.03458},
year = {2024}
}
Comments
Accepted final version to appear in: IEEE Control Systems Letters