Title :
A flexible high-throughput hardware architecture for a gaussian noise generator
Author :
Paraskevakos, I. ; Paliouras, V.
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Patras, Patras, Greece
Abstract :
In this paper a flexible, high-throughput, low-complexity additive white gaussian noise (AWGN) channel generator is presented. The proposed generator employs a Mersemie-Twister to generate a long random number uniformly distributed sequence and a Box-Muller transformation implementation to derive gaussian noise samples. Emphasis is given on developing a high-throughput approximation unit for die elementary functions required for die transformation. The proposed techniques are shown to lead to solutions that provide four samples per clock, which in turn can sustain throughputs of 584MSps, with moderate clock frequency and hardware complexity.
Keywords :
AWGN channels; noise generators; random number generation; AWGN channel generator; Box-Muller transformation; Gaussian noise generator; Mersemie-Twister; clock frequency; flexible high-throughput hardware architecture; low-complexity additive white gaussian noise channel generator; Approximation methods; Clocks; Generators; Hardware; Noise; Polynomials; Three dimensional displays; gaussian noise generation; hardware emulation of channels;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946821