Panagopolous, S. and Soraghan, J.J. (2002) Surface modeling using 2D FFENN. In: RADAR 2002 Conference, 2002-10-15 - 2002-10-17, Edinburgh.
Full text not available in this repository. (Request a copy from the Strathclyde author)Abstract
This paper is concerned With the development of a two-dimensional feed-forward functionally expanded neural network (2D FFENN) surface modeller. New nonlinear surface basis functions are proposed for the network's functional expansion. A network optimization technique based on an iterative function selection strategy is also described. Comparative simulation results for surface mappings. generated by the 2D FFENN, multi-layered perceptron (MLP) and radial basis function (RBF) architectures are presented.. The main purpose of this work is the. development of a two-dimensional system, able to produce surface data mappings. The main application area of interest for the proposed system is, sea surface modelling and target detection by sea clutter suppression.
| Item type: | Conference or Workshop Item (Paper) |
|---|---|
| ID code: | 38809 |
| Keywords: | surface modeling, 2d ffenn, Electrical engineering. Electronics Nuclear engineering |
| Subjects: | Technology > Electrical engineering. Electronics Nuclear engineering |
| Department: | Faculty of Engineering > Electronic and Electrical Engineering Unknown Department |
| Related URLs: | |
| Depositing user: | Pure Administrator |
| Date Deposited: | 29 Mar 2012 15:15 |
| Last modified: | 04 Oct 2012 17:11 |
| URI: | http://strathprints.strath.ac.uk/id/eprint/38809 |
Actions (login required)
| View Item |