Please use this identifier to cite or link to this item:
https://hdl.handle.net/2440/108904
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Type: | Journal article |
Title: | Filter design with adaptation to time-delay parameters for genetic regulatory networks |
Author: | Jiao, H. Shi, M. Shen, Q. Zhu, J. Shi, P. |
Citation: | IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2016; PP(99):1-8 |
Publisher: | IEEE |
Issue Date: | 2016 |
ISSN: | 1545-5963 1557-9964 |
Statement of Responsibility: | Hongmei Jiao, Michael Shi, Qikun Shen, Junwu Zhu, Peng Shi |
Abstract: | In existing works, the filters designed for delayed genetic regulatory networks contain time delay. If the time delay is unknown, the filters do not work in practical applications. In order to overcome the shortcoming in such existing works, this paper investigates the filter design problem of genetic regulatory networks with unknown constant time delay, and a novel adaptive filter is introduced, which can estimate online not only unknown network parameters but also the unknown time delay. By the Lyapunove approach, it is shown that the estimating errors asymptotically converge to the origin. Finally, simulation results are presented to illustrate the effectiveness of the proposed new design method. |
Rights: | (c) 2016 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information. |
DOI: | 10.1109/TCBB.2016.2606430 |
Grant ID: | http://purl.org/au-research/grants/arc/DP140102180 http://purl.org/au-research/grants/arc/LP140100471 |
Published version: | http://dx.doi.org/10.1109/tcbb.2016.2606430 |
Appears in Collections: | Aurora harvest 8 Electrical and Electronic Engineering publications |
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RA_hdl_108904.pdf Restricted Access | Restricted Access | 165.69 kB | Adobe PDF | View/Open |
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