Research

Research Areas

Computational statistics; statistical and nonlinear signal processing

Topics of Interest

Computational inference

  • state-space models
  • stochastic filtering
  • Monte Carlo (sequential, population, Markov chain,..)
  • optimization
  • exact samplers

Nonlinear dynamics

  • synchronization and control
  • complex (dynamic) networks

Statistical signal processing & its applications

  • channel estimation and equlization
  • synchronization
  • multiuser detection and interference cancellation
  • MIMO systems
  • wireless sensor networks
  • distributed algorithms
  • positioning, navigation & tracking

Links

  • International Society for Bayesian Analysis (ISBA)
  • Consolider-Ingenio 2010 COMONSENS program