| email: | t (dot) j (dot) dodd (at) shef (dot) ac (dot) uk |
| organization: | University of Sheffield |
| phone: | +44 (0)114 222 5636 |
| homepage: | http://www.acse.shef.ac.uk/~dodd/ |
| search externally: | Google Schoolar, CiteSeer, Live Search Academic, DBlife, Scirus |
Description
I am currently a lecturer in Aerospace Systems Engineering in the Automatic Control and Systems Engineering Department at the University of Sheffield. My current research interests can broadly be divided into computational data modelling and autonomous systems. The former includes work on function approximation, machine learning
and signal processing with particular emphasis on the use of
reproducing kernel Hilbert spaces (RKHS). I am currently working on new
approaches to Volterra filtering, iterative and on-line adaptive
estimation, sparse modelling and metamodelling. I jointly run the Computational Data Modelling Group with Dr RF Harrison. My work on autonomous systems is focused on the development of novel
uninhabited air vehicles (UAVs), including the quattro copter, research
into co-operative UAVs and vision-based control. I run the Autonomous Systems Research Group. Prior to this I was a postdoctoral research assistant in the Automatic Control and Systems Engineering Department working with Dr. Rob Harrison. I was involved in an EPSRC funded project looking at nonlinear adaptive filtering in reproducing kernel Hilbert spaces. Previously I worked jointly in the Image, Speech and Intelligent Systems and Aerodynamics and Flight Mechanics research groups at the University of Southampton under the supervision of Professor Eric Rogers
and Dr. Owen Tutty. Here I worked on an investigation of the
optimisation of the control of the transition from laminar to turbulent
flow in aerofoil boundary layers. This work involved the development of
CFD codes, optimisation strategies and control algorithms. This work
was funded by EPSRC and British Aerospace I obtained my PhD, also from the Image, Speech and Intelligent Systems research group under the supervision of Professor Chris Harris.
The work considered both parametric and non-parametric (kernel) models
with a strong emphasis on Bayesian aspects of learning. This work was
funded by EPSRC and Matra BAe Dynamics. I originally graduated from the Department of Aeronautics and Astronautics, the University of Southampton in 1994 with a First in Aerospace Systems Engineering.
Lectures:
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Functional Analysis in Data Modelling
as author at EPSRC Winter School in Mathematics for Data Modelling, 86 views |
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Introduction to data modelling
as author at EPSRC Winter School in Mathematics for Data Modelling, 104 views |
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Course introduction
as author at EPSRC Winter School in Mathematics for Data Modelling, 56 views |
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