Zobrazeno 1 - 10
of 139
pro vyhledávání: '"David T. Westwick"'
Autor:
David T. Westwick, Kiana Karami
Publikováno v:
IFAC-PapersOnLine. 53:328-333
The Nonlinear Auto-regressive eXogenous input (NARX) model has been widely used in nonlinear system identification. It’s chief disadvantages are that it is a black-box model that suffers from the curse of dimensionality, in that the number of param
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4b8d4f5408fe76b5fc4a94e12451bf14
https://doi.org/10.1016/j.ifacol.2020.12.181
https://doi.org/10.1016/j.ifacol.2020.12.181
In the overview paper on nonlinear system identification Schoukens and Ljung (2019), it was indicated that reliable expressions to calculate the variance of an estimated nonlinear model are lacking, especially if the disturbing noise is entering the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b984f3bb47f8eefca198bd8e1f322980
https://hdl.handle.net/20.500.14017/39b5c52e-e50f-4923-ab76-9a942ee47535
https://hdl.handle.net/20.500.14017/39b5c52e-e50f-4923-ab76-9a942ee47535
Autor:
Laleh Behjat, Erfan Aghaeekiasaraee, Sheiny Almeida, Upma Gandh, Aysa Fakheri Tabrizi, Renan Netto, Jose Luis Guntzel, Tiago Augusto Fontana, David T. Westwick
Publikováno v:
ISVLSI
The placement and routing processes are key parts of the physical design of Integrated Circuits (IC). They directly impact the circuit’s performance, area, power consumption, and reliability. During the physical design flow, placement and routing p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8acdb002630f126428501c1322ac1e41
https://doi.org/10.1109/isvlsi51109.2021.00016
https://doi.org/10.1109/isvlsi51109.2021.00016
Publikováno v:
International Journal of Dynamics and Control. 7:636-643
The observer/Kalman filter identification (OKID) is an algorithm widely used for the identification of state space models. The standard OKID algorithm involves the estimation of the Kalman filter and system Markov parameters, followed by the realizat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c292d33c9e55d522df6c0bb2fc325d3a
https://doi.org/10.1007/s40435-018-00502-9
https://doi.org/10.1007/s40435-018-00502-9
Nonlinear Auto-Regressive eXogenous input (NARX) models are a popular class of nonlinear dynamical models. Often a polynomial basis expansion is used to describe the internal multivariate nonlinear mapping (P-NARX). Resorting to fixed basis functions
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eec04714f8bc3bc0d2333ef0485b76bf
http://arxiv.org/abs/2105.08530
http://arxiv.org/abs/2105.08530
Publikováno v:
Mathematical Problems in Engineering, Vol 2021 (2021)
A common process control application is the cascaded two-tank system, where the level is controlled in the second tank. A nonlinear system identification approach is presented in this work to predict the model structure parameters that minimize the d
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2376dd49830cd0643fa180fa1b24e260
Publikováno v:
Computers & Chemical Engineering. 115:150-160
This paper addresses both the design of an optimal variable setpoint and a setpoint-tracking control loop for the dissolved oxygen concentration in a biological wastewater treatment process. Although exact knowledge of influent changes during rain/st
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c6637c613fe78dc15d1db529700ade07
https://doi.org/10.1016/j.compchemeng.2018.04.007
https://doi.org/10.1016/j.compchemeng.2018.04.007
Publikováno v:
ACM Transactions on Design Automation of Electronic Systems. 23:1-25
The legalization step is performed after global placement where wire length and routability are optimized or during timing optimization where buffer insertion or gate sizing are applied to meet timing requirements. Therefore, an ideal legalization ap
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f440dd80b17f244071ccd205368d4460
https://doi.org/10.1145/3158215
https://doi.org/10.1145/3158215
Publikováno v:
IFAC-PapersOnLine. 51:796-801
The polynomial NARX model, where the output is a polynomial function of past inputs and outputs, is a commonly used equation error model for nonlinear systems. While it is linear in the variables, which simplifies its identification, it suffers from
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::116f094d0a8593817ff10efb204d0991
https://doi.org/10.1016/j.ifacol.2018.09.133
https://doi.org/10.1016/j.ifacol.2018.09.133
Publikováno v:
IFAC-PapersOnLine. 50:9468-9473
Factoring the third-order Volterra kernel of a Wiener-Hammerstein model to recover the impulse responses of its two constituent linear systems is a common example in the multilinear algebra literature. Since recent progress in regularization-based sy
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::33ba6e5f357e1cf29f367292408c64db
https://doi.org/10.1016/j.ifacol.2017.08.1470
https://doi.org/10.1016/j.ifacol.2017.08.1470