Decentralized Mesh-Based Model Predictive Control for Swarms of UAVs.

UAV swarm anti-collision decentralized control formation flight obstacle avoidance

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
03 Aug 2020
Historique:
received: 29 06 2020
revised: 26 07 2020
accepted: 28 07 2020
entrez: 7 8 2020
pubmed: 7 8 2020
medline: 7 8 2020
Statut: epublish

Résumé

This paper deals with the design of a decentralized guidance and control strategy for a swarm of unmanned aerial vehicles (UAVs), with the objective of maintaining a given connection topology with assigned mutual distances while flying to a target area. In the absence of obstacles, the assigned topology, based on an extended Delaunay triangulation concept, implements regular and connected formation shapes. In the presence of obstacles, this technique is combined with a model predictive control (MPC) that allows forming independent sub-swarms optimizing the formation spreading to avoid obstacles and collisions between neighboring vehicles. A custom numerical simulator was developed in a Matlab/Simulink environment to prove the effectiveness of the proposed guidance and control scheme in several 2D operational scenarios with obstacles of different sizes and increasing number of aircraft.

Identifiants

pubmed: 32756360
pii: s20154324
doi: 10.3390/s20154324
pmc: PMC7436082
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : Regione Campania
ID : CUP B43D18000210007

Références

Sensors (Basel). 2020 Jun 24;20(12):
pubmed: 32599862
Sensors (Basel). 2019 Oct 21;19(20):
pubmed: 31640272
Sensors (Basel). 2020 Feb 19;20(4):
pubmed: 32093021
Sensors (Basel). 2014 Apr 22;14(4):7229-47
pubmed: 24759118
Sensors (Basel). 2017 Nov 25;17(12):
pubmed: 29186836
Sensors (Basel). 2020 Jul 03;20(13):
pubmed: 32635163

Auteurs

Salvatore Rosario Bassolillo (SR)

Department of Engineering, University of Campania Luigi Vanvitelli, 81031 Aversa (CE), Italy.

Egidio D'Amato (E)

Department of Science and Technology, University of Naples Parthenope, 80143 Naples, Italy.

Immacolata Notaro (I)

Department of Engineering, University of Campania Luigi Vanvitelli, 81031 Aversa (CE), Italy.

Luciano Blasi (L)

Department of Engineering, University of Campania Luigi Vanvitelli, 81031 Aversa (CE), Italy.

Massimiliano Mattei (M)

Department of Engineering, University of Campania Luigi Vanvitelli, 81031 Aversa (CE), Italy.

Classifications MeSH