Maximum likelihood identification of Wiener models
- Creator: Hagenblad, Anna , Ljung, Lennart , Wills, Adrian
- Resource Type: journal article
- Date: 2008
On gradient-based search for multivariable system estimates
- Creator: Wills, Adrian , Ninness, Brett
- Resource Type: journal article
- Date: 2008
Parameter estimation for discrete-time nonlinear systems using EM
- Creator: Wills, Adrian , Schon, Thomas B. , Ninness, Brett
- Resource Type: conference paper
- Date: 2008
A MATLAB software environment for system identification
- Creator: Wills, Adrian , Mills, Adam , Ninness, Brett
- Resource Type: conference paper
- Date: 2009
ASIC and FPGA implementation strategies for model predictive control
- Creator: Knagge, Geoff , Wills, Adrian , Mills, Adam , Ninness, Brett
- Resource Type: conference paper
- Date: 2009
Estimation of generalised Hammerstein-Wiener systems
- Creator: Wills, Adrian , Ninness, Brett
- Resource Type: conference paper
- Date: 2009
Maximum likelihood estimation of state space models from frequency domain data
- Creator: Wills, Adrian , Ninness, Brett , Gibson, Stuart
- Resource Type: journal article
- Date: 2009
Nonlinear model predictive control of an inverted pendulum
- Creator: Mills, Adam , Wills, Adrian , Ninness, Brett
- Resource Type: conference paper
- Date: 2009
Estimating state-space models in innovations form using the expectation maximisation algorithm
- Creator: Wills, Adrian , Schön, Thomas B. , Ninness, Brett
- Resource Type: conference paper
- Date: 2010
Estimation of general nonlinear state-space systems
- Creator: Ninness, Brett , Wills, Adrian , Schön, Thomas B.
- Resource Type: conference paper
- Date: 2010
Issues in sampling and estimating continuous-time models with stochastic disturbances
- Creator: Ljung, Lennart , Wills, Adrian
- Resource Type: journal article
- Date: 2010
Wiener system identification using the maximum likelihood method
- Creator: Wills, Adrian , Ljung, Lennart
- Resource Type: book chapter
- Date: 2010
System identification of nonlinear state-space models
- Creator: Schön, Thomas B. , Wills, Adrian , Ninness, Brett
- Resource Type: journal article
- Date: 2011
Estimation of linear systems using a Gibbs sampler
- Creator: Wills, Adrian , Schön, Thomas B. , Lindsten, Fredrik , Ninness, Brett
- Resource Type: conference paper
- Date: 2012
Generalised Hammerstein-Wiener system estimation and a benchmark application
- Creator: Wills, Adrian , Ninness, Brett
- Resource Type: journal article
- Date: 2012
Hierarchical Bayesian ARX models for robust inference
- Creator: Dahlin, Johan , Lindsten, Fredrik , Schon, Thomas B. , Wills, Adrian
- Resource Type: conference paper
- Date: 2012
Parallel implementation of particle MCMC methods on a GPU
- Creator: Henriksen, Soren , Wills, Adrian , Schon, Thomas B. , Ninness, Brett
- Resource Type: conference paper
- Date: 2012
Identification of Hammerstein-Wiener models
- Creator: Wills, Adrian , Schön, Thomas B. , Ljung, Lennart , Ninness, Brett
- Resource Type: journal article
- Date: 2013
Recovering the spectrum of a low level signal from two noisy measurements using the cross power spectral density
- Creator: Fleming, Andrew J. , Ninness, Brett , Wills, Adrian
- Resource Type: journal article
- Date: 2013
UNIT: a freely available system identification toolbox
- Creator: Ninness, Brett , Wills, Adrian , Mills, Adam
- Resource Type: journal article
- Date: 2013