Sparsity-constrained optimization of inputs to second-order systems
(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:
https://lup.lub.lu.se/record/3601a555-ec0a-45da-a54e-6c1cc2302d33
- author
- Troeng, Olof LU and Falt, Mattias LU
- organization
- publishing date
- 2019
- 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}}, }