https://ogma.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 EM-based hyperparameter optimization for regularized volterra kernel estimation https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50036 Thu 29 Jun 2023 14:10:42 AEST ]]> The cost of complexity in system identification: frequency function estimation of finite impulse response systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:10388 Sat 24 Mar 2018 08:08:47 AEDT ]]> Sparse estimation techniques for basis function selection in wideband system identification https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:21799 Sat 24 Mar 2018 07:59:23 AEDT ]]> The cost of complexity in system identification: the Output Error case https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:16250 B]. The models considered here are Output Error models, with an emphasis on fixed denominator and Laguerre models. Several properties of the cost are derived. For instance, we present an expression which shows how the pole of the Laguerre model affects the cost. These results quantify how the cost of the system identification experiment depends on n and on the model structure. Also, they show the relation between the cost and the amount of information we would like to extract from the system (in terms of ωB and γ). For simplicity we assume that there is no undermodelling.]]> Sat 24 Mar 2018 07:54:18 AEDT ]]> Robust experiment design for system identification via semi-infinite programming techniques https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:25746 Sat 24 Mar 2018 07:30:54 AEDT ]]> Identification of Box-Jenkins models using structured ARX models and nuclear norm relaxation https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:25734 Sat 24 Mar 2018 07:30:42 AEDT ]]> Accuracy of linear multiple-input multiple-output (MIMO) models obtained by maximum likelihood estimation https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:25658 Sat 24 Mar 2018 07:28:09 AEDT ]]> On maximum likelihood identification of errors-in-variables models https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:33777 Fri 11 Jan 2019 14:33:32 AEDT ]]>