In this paper a novel algorithm for the on-line creation of formations of heterogeneous vehicles is proposed for highway traffic scenarios. A two-step iterative distributed strategy is formulated which relies on Dynamic Programming and trajectory tracking. Only position measurements and basic communication capabilities for global coordination are required, while scalability is guaranteed by the underlying structure of the algorithm. In addition, spatial and velocity constraints are taken into account. The presented concept forms the basis for more sophisticated formation creation controllers. Results obtained in experiments with automated small-scale trucks show the underlying validity and practical feasibility of the algorithm. Copyright (C) 2020 The Authors.

A Novel Formation Creation Algorithm for Heterogeneous Vehicles in Highway Scenarios: Assessment and Experimental Validation

Zambelli, M;Carulli, P;Ferrara, A
2020-01-01

Abstract

In this paper a novel algorithm for the on-line creation of formations of heterogeneous vehicles is proposed for highway traffic scenarios. A two-step iterative distributed strategy is formulated which relies on Dynamic Programming and trajectory tracking. Only position measurements and basic communication capabilities for global coordination are required, while scalability is guaranteed by the underlying structure of the algorithm. In addition, spatial and velocity constraints are taken into account. The presented concept forms the basis for more sophisticated formation creation controllers. Results obtained in experiments with automated small-scale trucks show the underlying validity and practical feasibility of the algorithm. Copyright (C) 2020 The Authors.
2020
Proceedings 21st IFAC World Congress
AI, Robotics & Automatic Control
Esperti anonimi
Inglese
contributo
21st IFAC World Congress
Luglio 2020
Berlin
Internazionale
ELETTRONICO
53
15300
15305
6
ELSEVIER
Autonomous Vehicles; Automotive Control; Formation Control; Automated Highway Systems; Dynamic Programming; Experimental Validation; Small-Scale Vehicles
none
Zambelli, M; Carulli, P; Steinberger, M; Horn, M; Ferrara, A
273
info:eu-repo/semantics/conferenceObject
5
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11571/1439555
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 1
  • ???jsp.display-item.citation.isi??? 1
social impact