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Sparsity-constrained optimization of inputs to second-order systems

Troeng, Olof LU and Falt, Mattias LU (2019) 18th European Control Conference, ECC 2019 p.406-410
Abstract

We propose an efficient algorithm, that given a strictly proper, second-order system, finds a sparse input signal so that the system's output optimally approximates a given trajectory in least-squares sense. As an illustration, we apply the algorithm to an estimation problem from medicine.

Please use this url to cite or link to this publication:
author
and
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
host publication
2019 18th European Control Conference, ECC 2019
article number
8796020
pages
5 pages
publisher
IEEE - Institute of Electrical and Electronics Engineers Inc.
conference name
18th European Control Conference, ECC 2019
conference location
Naples, Italy
conference dates
2019-06-25 - 2019-06-28
external identifiers
  • scopus:85071522501
ISBN
9783907144008
DOI
10.23919/ECC.2019.8796020
language
English
LU publication?
yes
id
3601a555-ec0a-45da-a54e-6c1cc2302d33
date added to LUP
2019-09-20 08:21:40
date last changed
2022-04-18 18:08:57
@inproceedings{3601a555-ec0a-45da-a54e-6c1cc2302d33,
  abstract     = {{<p>We propose an efficient algorithm, that given a strictly proper, second-order system, finds a sparse input signal so that the system's output optimally approximates a given trajectory in least-squares sense. As an illustration, we apply the algorithm to an estimation problem from medicine.</p>}},
  author       = {{Troeng, Olof and Falt, Mattias}},
  booktitle    = {{2019 18th European Control Conference, ECC 2019}},
  isbn         = {{9783907144008}},
  language     = {{eng}},
  pages        = {{406--410}},
  publisher    = {{IEEE - Institute of Electrical and Electronics Engineers Inc.}},
  title        = {{Sparsity-constrained optimization of inputs to second-order systems}},
  url          = {{http://dx.doi.org/10.23919/ECC.2019.8796020}},
  doi          = {{10.23919/ECC.2019.8796020}},
  year         = {{2019}},
}