NN-based software tool for wireless communications simulations

B. ROMERO, M. RUBIOLO, G. STEGMAYER, O. CHIOTTI

Buenos Aires

Congreso; International Modeling and Simulation Multiconference (IMSM); 2007

This paper presents a free software toolbox to support the task of modeling and simulation of mobile communications. The toolbox supports the task of automatic neural network-based model generation of devices or components of a wireless communication chain.  The models can be trained, validated and simulated, directly from measurement data, using an interface specially designed for non-expert users in the neural network theory, such as electronic engineers. The resulting models can be automatically exported into a commercial CAD simulator for testing it under different scenarios.