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Abstract
This article provides a theory for provably safe and computationally efficient distributed constrained control, and describes an application to a swarm of nano-quadrotors with limited on-board hardware and subject to multiple state and input constraints. We provide a formal extension of the explicit reference governor framework to address the case of distributed systems. The efficacy, robustness, and scalability of the proposed theory is demonstrated by an extensive experimental validation campaign and a comparative simulation study on single and multiple nano-quadrotors. The control strategy is implemented in real-time on-board palm-sized unmanned erial vehicles, and achieves safe swarm coordination without relying on any offline trajectory computations.
| Original language | English |
|---|---|
| Article number | 663809 |
| Pages (from-to) | 1-23 |
| Number of pages | 23 |
| Journal | Frontiers in Robotics and AI |
| Volume | 8 |
| DOIs | |
| Publication status | Published - 22 Jun 2021 |
Bibliographical note
Copyright © 2021 Convens, Merckaert, Vanderborght and Nicotra.Fingerprint
Dive into the research topics of 'Invariant Set Distributed Explicit Reference Governors for Provably Safe On-Board Control of Nano-Quadrotor Swarms'. Together they form a unique fingerprint.Projects
- 1 Active
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VLAAI1: Flanders Artificial Intelligence Research program (FAIR) – second cycle
Nowe, A. (Administrative Promotor) & Vanderborght, B. (Co-Promotor)
1/01/24 → 31/12/28
Project: Applied
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