Title :
Supervised equalisation of non linearnumerical communication channels
Author :
Rihab, Sghaier ; Anis, Khouaja ; Messaoud, Hassani
Author_Institution :
Ecole Nat. d´´Ingenieur Monastir, Monastir
Abstract :
This paper addresses the supervised equalization problem for single-input single output nonlinear communication channels based on the PARAFAC (PARAllel FACtors) tensor decomposition. We propose an SVD-PARAFAC-Volterra model for the supervised equalizer. The nonlinear transmission channel is represented with a third order Volterra model. Simulation results are provided to illustrate the performances of the proposed equalizer.
Keywords :
Volterra equations; equalisers; wireless channels; PARAFAC tensor decomposition; SVD-PARAFAC-Volterra model; nonlinear numerical communication channels; nonlinear transmission channel; single-input single output nonlinear communication channels; supervised equalisation; third order Volterra model; Communication channels; Equalizers; Frequency; Kernel; Matrix decomposition; Narrowband; Signal processing; Singular value decomposition; Strontium; Tensile stress; SVD; Volterra model; non linear channels; supervised equalization; tensor decomposition;
Conference_Titel :
Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
Conference_Location :
St Julians
Print_ISBN :
978-1-4244-1687-5
Electronic_ISBN :
978-1-4244-1688-2
DOI :
10.1109/ISCCSP.2008.4537435
