Title :
Pao networks for data transmission equalization
Author :
Arcens, S. ; Cid-Sueiro, Jeslis ; Figueiras-Vidal, Anibal R.
Author_Institution :
DSSR, ETSI Telecomunicacion, Univ. Politecnica de Madrid, Spain
Abstract :
The authors demonstrate the advantage of using a Pao network in symbol by symbol data equalization. It is a simple and fast scheme that can be used even for nonlinear channel cases. One of the open problems is the selection of the order of the inputs. A cascade-correlation scheme offers the possibility of accomplishing this task in a particularly efficient manner. It is necessary to extend the obtained results to practical modulation constellations and models of transmission channels, especially to nonlinear models. Computer simulation is used to evaluate the advantages of the particular data transmission scheme
Keywords :
digital communication systems; neural nets; signal processing; telecommunication channels; telecommunications computing; Pao network; cascade-correlation scheme; data transmission equalization; digital communication systems; neural nets; nonlinear channel; nonlinear models; symbol by symbol data equalization; telecommunication computing; transmission channels; Additive white noise; Data communication; Decision support systems; Detectors; Electronic mail; Equalizers; Finite impulse response filter; Neural networks; Telecommunication standards; Transversal filters;
Conference_Titel :
Neural Networks, 1992. IJCNN., International Joint Conference on
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-0559-0
DOI :
10.1109/IJCNN.1992.226863
