Research

Research Areas

Computational statistics; statistical and nonlinear signal processing; applied probability; dynamical systems.

Topics of Interest

Computational inference

  • state-space models
  • stochastic filtering
  • Monte Carlo (sequential-, population-, Markov chain-, …)
  • optimisation
  • (pseudo)random samplers
  • uncertainty quantification (UQ)

Nonlinear dynamics

  • synchronisation and control
  • complex (dynamic) networks

Statistical signal processing & its applications

  • space debris
  • positioning, navigation & tracking
  • distributed algorithms
  • wireless sensor networks
  • channel estimation and equalisation
  • synchronisation
  • multiuser detection and interference cancellation
  • MIMO systems

Links

  • International Society for Bayesian Analysis (ISBA)