Parameter Estimation over Wired Networks with Time-Delay and Packet Collision

Felipe Arancibia; Rodrigo Carvajal; Juan C. Agoero

doi:10.1109/CHILECON47746.2019.8987445

Parameter Estimation over Wired Networks with Time-Delay and Packet Collision

Felipe Arancibia, Rodrigo Carvajal, Juan C. Agoero

Resultado de la investigación: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

Resumen

In this paper, we address a parameters estimation problem of a dynamic system using an Output Error model, in which the output signal is transmitted through wired networks. We consider that the wired network may cause unknown delays and collision packet in data. We use the Akaike information criterion to estimate the time delay caused by wired network. Furthermore, due to the packet loss caused by wired network, we use Expectation Maximization algorithm to estimate the dynamic system parameters. Finally, we test the proposed algorithm effectiveness with numerical examples and a sensitivity analysis.

Idioma original	Inglés
Título de la publicación alojada	IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781728131856
DOI	https://doi.org/10.1109/CHILECON47746.2019.8987445
Estado	Publicada - nov. 2019
Publicado de forma externa	Sí
Evento	2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019 - Valparaiso, Chile Duración: 13 nov. 2019 → 27 nov. 2019

Serie de la publicación

Nombre	IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019

Conferencia

Conferencia	2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019
País/Territorio	Chile
Ciudad	Valparaiso
Período	13/11/19 → 27/11/19

Acceder al documento

10.1109/CHILECON47746.2019.8987445

Otros archivos y enlaces

Enlace a la publicación en Scopus

Citar esto

Arancibia, F., Carvajal, R., & Agoero, J. C. (2019). Parameter Estimation over Wired Networks with Time-Delay and Packet Collision. En IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019 [8987445] (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CHILECON47746.2019.8987445

Arancibia, Felipe ; Carvajal, Rodrigo ; Agoero, Juan C. / Parameter Estimation over Wired Networks with Time-Delay and Packet Collision. IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019).

@inproceedings{97eae18454984d0ea7a35887884e03b8,

title = "Parameter Estimation over Wired Networks with Time-Delay and Packet Collision",

abstract = "In this paper, we address a parameters estimation problem of a dynamic system using an Output Error model, in which the output signal is transmitted through wired networks. We consider that the wired network may cause unknown delays and collision packet in data. We use the Akaike information criterion to estimate the time delay caused by wired network. Furthermore, due to the packet loss caused by wired network, we use Expectation Maximization algorithm to estimate the dynamic system parameters. Finally, we test the proposed algorithm effectiveness with numerical examples and a sensitivity analysis.",

keywords = "Expectation Maximization, Information criterion Akaike, Output Error, Packet Collision, Parameter estimation, Time-delay system",

author = "Felipe Arancibia and Rodrigo Carvajal and Agoero, {Juan C.}",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; null ; Conference date: 13-11-2019 Through 27-11-2019",

year = "2019",

month = nov,

doi = "10.1109/CHILECON47746.2019.8987445",

language = "English",

series = "IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019",

}

Arancibia, F, Carvajal, R & Agoero, JC 2019, Parameter Estimation over Wired Networks with Time-Delay and Packet Collision. En IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019., 8987445, IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019, Valparaiso, Chile, 13/11/19. https://doi.org/10.1109/CHILECON47746.2019.8987445

Parameter Estimation over Wired Networks with Time-Delay and Packet Collision. / Arancibia, Felipe; Carvajal, Rodrigo; Agoero, Juan C.

IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8987445 (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019).

Resultado de la investigación: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - Parameter Estimation over Wired Networks with Time-Delay and Packet Collision

AU - Arancibia, Felipe

AU - Carvajal, Rodrigo

AU - Agoero, Juan C.

PY - 2019/11

Y1 - 2019/11

N2 - In this paper, we address a parameters estimation problem of a dynamic system using an Output Error model, in which the output signal is transmitted through wired networks. We consider that the wired network may cause unknown delays and collision packet in data. We use the Akaike information criterion to estimate the time delay caused by wired network. Furthermore, due to the packet loss caused by wired network, we use Expectation Maximization algorithm to estimate the dynamic system parameters. Finally, we test the proposed algorithm effectiveness with numerical examples and a sensitivity analysis.

AB - In this paper, we address a parameters estimation problem of a dynamic system using an Output Error model, in which the output signal is transmitted through wired networks. We consider that the wired network may cause unknown delays and collision packet in data. We use the Akaike information criterion to estimate the time delay caused by wired network. Furthermore, due to the packet loss caused by wired network, we use Expectation Maximization algorithm to estimate the dynamic system parameters. Finally, we test the proposed algorithm effectiveness with numerical examples and a sensitivity analysis.

KW - Expectation Maximization

KW - Information criterion Akaike

KW - Output Error

KW - Packet Collision

KW - Parameter estimation

KW - Time-delay system

UR - http://www.scopus.com/inward/record.url?scp=85081047002&partnerID=8YFLogxK

U2 - 10.1109/CHILECON47746.2019.8987445

DO - 10.1109/CHILECON47746.2019.8987445

M3 - Conference contribution

AN - SCOPUS:85081047002

T3 - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019

BT - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 13 November 2019 through 27 November 2019

ER -

Arancibia F, Carvajal R, Agoero JC. Parameter Estimation over Wired Networks with Time-Delay and Packet Collision. En IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8987445. (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019). doi: 10.1109/CHILECON47746.2019.8987445

Parameter Estimation over Wired Networks with Time-Delay and Packet Collision

Resumen

Serie de la publicación

Conferencia

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto