Adaptive filtering for unknown genetic regulatory networks with disturbance attenuation

Wenwu Yu; Jinhu Lü; Guanrong Chen

doi:10.1109/CHICC.2008.4605706

Adaptive filtering for unknown genetic regulatory networks with disturbance attenuation

Wenwu Yu
, Jinhu Lü
, Guanrong Chen

Department of Electrical Engineering

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Abstract

In this paper, the adaptive filtering problem for unknown genetic regulatory networks with disturbance attenuation is investigated based on Lyapunov method and adaptive techniques. A new regulatory network and several adaptive laws are designed to ensure the stochastic stability of the error states between the unknown and the estimated networks. The designed adaptive laws are independent of the unknown system states and parameters, where the only required information is the structure of the network. A simulation example is given to verify the theoretical results.

Original language	English
Title of host publication	Proceedings of the 27th Chinese Control Conference, CCC
Pages	414-418
DOIs	https://doi.org/10.1109/CHICC.2008.4605706
Publication status	Published - 2008
Event	27th Chinese Control Conference (CCC' 08) - Kunming, Yunnan, China Duration: 16 Jul 2008 → 18 Jul 2008

Conference

Conference	27th Chinese Control Conference (CCC' 08)
Place	China
City	Kunming, Yunnan
Period	16/07/08 → 18/07/08

Research Keywords

Adaptive filtering
Disturbance attenuation
Genetic regulatory network
Lyapunov method

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10.1109/CHICC.2008.4605706

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title = "Adaptive filtering for unknown genetic regulatory networks with disturbance attenuation",

abstract = "In this paper, the adaptive filtering problem for unknown genetic regulatory networks with disturbance attenuation is investigated based on Lyapunov method and adaptive techniques. A new regulatory network and several adaptive laws are designed to ensure the stochastic stability of the error states between the unknown and the estimated networks. The designed adaptive laws are independent of the unknown system states and parameters, where the only required information is the structure of the network. A simulation example is given to verify the theoretical results.",

keywords = "Adaptive filtering, Disturbance attenuation, Genetic regulatory network, Lyapunov method",

author = "Wenwu Yu and Jinhu L{\"u} and Guanrong Chen",

year = "2008",

doi = "10.1109/CHICC.2008.4605706",

language = "English",

isbn = "9787900719706",

pages = "414--418",

booktitle = "Proceedings of the 27th Chinese Control Conference, CCC",

note = "27th Chinese Control Conference (CCC' 08) ; Conference date: 16-07-2008 Through 18-07-2008",

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TY - GEN

T1 - Adaptive filtering for unknown genetic regulatory networks with disturbance attenuation

AU - Yu, Wenwu

AU - Lü, Jinhu

AU - Chen, Guanrong

PY - 2008

Y1 - 2008

N2 - In this paper, the adaptive filtering problem for unknown genetic regulatory networks with disturbance attenuation is investigated based on Lyapunov method and adaptive techniques. A new regulatory network and several adaptive laws are designed to ensure the stochastic stability of the error states between the unknown and the estimated networks. The designed adaptive laws are independent of the unknown system states and parameters, where the only required information is the structure of the network. A simulation example is given to verify the theoretical results.

AB - In this paper, the adaptive filtering problem for unknown genetic regulatory networks with disturbance attenuation is investigated based on Lyapunov method and adaptive techniques. A new regulatory network and several adaptive laws are designed to ensure the stochastic stability of the error states between the unknown and the estimated networks. The designed adaptive laws are independent of the unknown system states and parameters, where the only required information is the structure of the network. A simulation example is given to verify the theoretical results.

KW - Adaptive filtering

KW - Disturbance attenuation

KW - Genetic regulatory network

KW - Lyapunov method

UR - https://www.scopus.com/pages/publications/52449096729

UR - https://www.scopus.com/pages/publications/52449096729#tab=impact

U2 - 10.1109/CHICC.2008.4605706

DO - 10.1109/CHICC.2008.4605706

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9787900719706

SP - 414

EP - 418

BT - Proceedings of the 27th Chinese Control Conference, CCC

T2 - 27th Chinese Control Conference (CCC' 08)

Y2 - 16 July 2008 through 18 July 2008

ER -

Adaptive filtering for unknown genetic regulatory networks with disturbance attenuation

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