Estimation of linear systems using a Gibbs sampler

- Wills, Adrian, Schön, Thomas B., Lindsten, Fredrik, Ninness, Brett

Generalised Hammerstein-Wiener system estimation and a benchmark application

- Wills, Adrian, Ninness, Brett

Hierarchical Bayesian ARX models for robust inference

- Dahlin, Johan, Lindsten, Fredrik, Schon, Thomas B., Wills, Adrian

Parallel implementation of particle MCMC methods on a GPU

- Henriksen, Soren, Wills, Adrian, Schon, Thomas B., Ninness, Brett

System identification of nonlinear state-space models

- Schön, Thomas B., Wills, Adrian, Ninness, Brett

Estimating state-space models in innovations form using the expectation maximisation algorithm

- Wills, Adrian, Schön, Thomas B., Ninness, Brett

Estimation of general nonlinear state-space systems

- Ninness, Brett, Wills, Adrian, Schön, Thomas B.

Issues in sampling and estimating continuous-time models with stochastic disturbances

- Ljung, Lennart, Wills, Adrian

Wiener system identification using the maximum likelihood method

- Wills, Adrian, Ljung, Lennart

A MATLAB software environment for system identification

- Wills, Adrian, Mills, Adam, Ninness, Brett

ASIC and FPGA implementation strategies for model predictive control

- Knagge, Geoff, Wills, Adrian, Mills, Adam, Ninness, Brett

Estimation of generalised Hammerstein-Wiener systems

- Wills, Adrian, Ninness, Brett

Maximum likelihood estimation of state space models from frequency domain data

- Wills, Adrian, Ninness, Brett, Gibson, Stuart

Nonlinear model predictive control of an inverted pendulum

- Mills, Adam, Wills, Adrian, Ninness, Brett

Maximum likelihood identification of Wiener models

- Hagenblad, Anna, Ljung, Lennart, Wills, Adrian

On gradient-based search for multivariable system estimates

- Wills, Adrian, Ninness, Brett

Parameter estimation for discrete-time nonlinear systems using EM

- Wills, Adrian, Schon, Thomas B., Ninness, Brett