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Dr Lyudmila Mihaylova

Formerly at Lancaster University

Lyudmila Mihaylova

Research overview

Main interests in the areas of nonlinear filtering, sequential Monte Carlo Methods, statistical signal processing (including image and video), machine learning and multi-sensor data fusion.

PhD supervision

If you are interested in working with me, please feel free to contact me. Below are some potential reseach topics. However, there are many other areas which we can investigate.
* Methods for tracking and sensor data fusion
* Image and video processing methods for intelligent systems and decision making
* Objects and behaviour recognition in images/ video streams
* Modelling and prediction of vehicular traffic flow
* GPS-free methods for localisation and positioning
* Decision making in sensor networks and tracking

Research overview

Lyudmila Mihaylova is a scientist working in the areas of statistical signal processing, machine learning and intelligent systems. A central focus of her research is estimation for dynamic systems, target tracking and decision making, with various applications, such as autonomous systems, localisation in wireless sensor networks and vehicular traffic systems.  

Dr Mihaylova was the Academic Chair of the 13th International Conference on Information Fusion, 2010, held in Edinburgh, UK, the co-chair IET Data Fusion & Target Tracking 2012 Conference, London, UK, Liaison chair for the KES-2012 16th Annual International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Spain, 2012 and on many others.

She is an Associate Editor for the IEEE Transactions of Aerospace and Electronic Systems, of Signal Processing Elsevier Journal and the Editor-in-Chief of the Open Transportation Journal. 

Dr Mihaylova is an EPSRC Peer Review College Member, since November 2012 and on the Board of Directors of the International Society of Information Fusion (2011-2013).

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