Professor Fitzgerlad is Head of Research in the Signal Processing Laboratory in the Department of Engineering. He works on Bayesian inference applied to signal and data modelling.

He is also interested in nonlinear signal processing, image restoration and medical imaging, extreme value statistics, bio-informatics, data mining and data classification. He is particularly interested in the applications of Sequential Monte Carlo (particle filtering) methods to signal processing and communication problems.