Title :
An educational tool and teaching guidelines for nonlinear systems with sparse inputs
Author :
Farahani, Shahin ; Darbanian, Nazanin ; Kiaei, Sayfe
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
Abstract :
In this work, a software package and its associated teaching plan are provided for computationally efficient analysis and simulation of nonlinear systems. This MATLAB based tool can be used during senior undergraduate and graduate level. The students can use this software for system level design and simulation of the effect of nonlinearity and noise in communication transceivers or fast implementation of Volterra filters for a class of sparse vectors.
Keywords :
circuit noise; circuit simulation; educational aids; electronic engineering education; nonlinear network analysis; nonlinear network synthesis; nonlinear systems; signal processing; sparse matrices; transceivers; MATLAB based tool; Volterra filters; communication transceiver nonlinearities; nonlinear signal processing; sparse input nonlinear systems; sparse vector equivalent matrix; student educational tool; system level design software; system simulation; teaching guidelines; transceiver noise; Analytical models; Communication system software; Computational modeling; Education; Guidelines; MATLAB; Nonlinear systems; Software packages; Software systems; System-level design;
Conference_Titel :
Digital Signal Processing Workshop, 2004 and the 3rd IEEE Signal Processing Education Workshop. 2004 IEEE 11th
Print_ISBN :
0-7803-8434-2
DOI :
10.1109/DSPWS.2004.1437916
