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Guaranteed Collision-Free Reference Tracking in Constrained Multi Unmanned Vehicle Systems

Authors :
Maryam Bagherzadeh
Shima Savehshemshaki
Walter Lucia
Source :
IEEE Transactions on Automatic Control. 67:3083-3089
Publication Year :
2022
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2022.

Abstract

In this paper, we face the reference tracking control problem for a system of heterogeneous Multi Unmanned Vehicles (MUVs) moving in a 2-D planar environment. We consider a scenario where each vehicle follows a trajectory imposed by a local planner and where each UV can have different linear dynamics as well as different constraints and disturbances. In this contest, we design a novel control architecture where a centralized traffic manager, in conjunction with ad-hoc designed local vehicle controllers, is capable of ensuring the absence of collisions. The proposed solution is obtained by exploiting, for the local vehicles' controllers, a dual-mode Model Predictive Controller (MPC) and, for the traffic manager, set-theoretic and controllability properties. Moreover, after modeling the potential vehicle collisions with a graph, connectivity arguments are used to obtain an optimal collision resolution which minimizes the number of vehicles that need to be stopped. The resulting control scheme ensures collision-free signal tracking. Simulation results, conducted on a MUV system are shown to provide tangible evidence of the features of the proposed framework.

Details

ISSN :
23343303 and 00189286
Volume :
67
Database :
OpenAIRE
Journal :
IEEE Transactions on Automatic Control
Accession number :
edsair.doi...........8741ad12aa32d0ad2b07ebacecbe9a5a
Full Text :
https://doi.org/10.1109/tac.2021.3093280