← SBrT2013
Plataforma Matlab/FPGA com Otimização de Desempenho para Simulação de Sistemas MIMO
FPGAMatlabMIMOquantizationsimulator
Resumo
In this paper, we present a Matlab/FPGA platform with performance optimization for multiple-input multipleoutput (MIMO) systems simulation. This simulator combines
the flexibility of high-level Matlab language with the FieldProgrammable Gate Array (FPGA) power processing. The variables involved in the simulation are generated in Matlab and
sent to the FPGA RAM memories where they are used to quick
analyze the bit error rate (BER) × SNR performance. These
floating point quantities handled by Matlab are quantized to
fixed point representation, suitable for processing on FPGA. An
analysis of the performance loss in floating point quantization
is performed in order to obtain the optimal size of the RAM
memories depending on the BER requirements. Finally, we use
the proposed plataform to a case study on a single-input singleoutput (SISO) which is a reference of MIMO techniques.