Title :
A high throughput Gaussian noise generator
Author :
Qing Lu ; Jianfeng Fan ; Chiu-Wing Sham ; Lau, Francis C. M.
Author_Institution :
Dept. of Electron. & Inf. Eng., Hong Kong Polytech. Univ., Hong Kong, China
Abstract :
A digital additive white Gaussian noise (AWGN) generator has recently become a public focus with the increasing demand of hardware simulation in researches on communication discipline. Some successful ideas of software, such as the Box-Muller method, are then proposed and implemented into hardware platforms and the architecture design has attracted new studies. Then high-precision small-error Gaussian noise generators appeared in literatures from time to time. Considering that the academic applications prefer higher throughput and the data resolution are always limited by hardware resources, we propose to use a straightforward architecture based on a Gaussian lookup table in these cases. In this paper, such an architecture has been fully investigated and the corresponding FPGA implementation gives out a high throughput of 800 million noise samples per second.
Keywords :
AWGN; field programmable gate arrays; noise generators; table lookup; AWGN generator; FPGA implementation; Gaussian lookup table; academic applications; architecture design; communication discipline; data resolution; digital additive white Gaussian noise generator; field programmable gate arrays; hardware platform simulation; high throughput Gaussian noise generator; high-precision small-error Gaussian noise generators; software ideas; straightforward architecture; AWGN; Computer architecture; Field programmable gate arrays; Generators; Hardware; Throughput;
Conference_Titel :
Circuits and Systems (APCCAS), 2014 IEEE Asia Pacific Conference on
Conference_Location :
Ishigaki
DOI :
10.1109/APCCAS.2014.7032733