Pecker-Marcosig, Ezequiel; Giribet, Juan I.; Castro, Rodrigo
Hybrid adaptive control for UAV data collection: A simulation-based design to trade-off resources between stability and communication Journal Article
In: Proceedings - Winter Simulation Conference, pp. 1704–1715, 2017, ISSN: 08917736, (ISBN: 9781538634288 Publisher: Institute of Electrical and Electronics Engineers Inc.).
Abstract | Links | BibTeX | Tags: DEVS, Hybrid systems, QSS, UAV
@article{pecker-marcosig_hybrid_2017,
title = {Hybrid adaptive control for UAV data collection: A simulation-based design to trade-off resources between stability and communication},
author = {Ezequiel Pecker-Marcosig and Juan I. Giribet and Rodrigo Castro},
doi = {10.1109/WSC.2017.8247909},
issn = {08917736},
year = {2017},
date = {2017-01-01},
journal = {Proceedings - Winter Simulation Conference},
pages = {1704–1715},
abstract = {We present the design of a hybrid control system for an Unmanned Aerial Vehicle (UAV) used for data collection from wireless sensors. We postulate a restrictive scenario where a low-cost processor is in charge of both flying the UAV and resolving data communication. This raises the need for safe trade-off of computing resources between stability and throughput, adapting to unpredictable environment changes. We present a strategy where a supervisory controller implements an adaptive relaxation of the sampling period of the UAV regulation controller to favor communication tasks. To guarantee stability under period switching we update the discrete-time control law with suitable gains. The resulting system comprises continuous, discrete-time and discrete-event dynamics, including event-based adaptation of the discrete-time controller. We show how the DEVS modeling and simulation framework can support a full simulation-based design, verification and validation process, featuring a seamless composition of the underlying hybrid domains.},
note = {ISBN: 9781538634288
Publisher: Institute of Electrical and Electronics Engineers Inc.},
keywords = {DEVS, Hybrid systems, QSS, UAV},
pubstate = {published},
tppubtype = {article}
}