Title :
Pseudo-random Gaussian distribution through optimised LFSR permutations
Author :
Condo, C. ; Gross, W.J.
Author_Institution :
Electr. & Comput. Eng., McGill Univ., Montreal, QC, Canada
Abstract :
Efficient hardware solutions to generate Gaussian-distributed random numbers are required in many applications. Linear feedback shift registers (LFSRs) are a low-complexity implementation of an approximated uniform pseudo-random distribution: multiple LFSRs can be used in combination to approximate a Gaussian distribution with a low complexity cost. The technique proposed in this work exploits the same principle but relies on a single LFSR and ad-hoc permutations of its bits to obtain an accurate approximation of a Gaussian distribution with low maximum autocorrelation, leading to a very low complexity implementation of a Gaussian pseudo-random number generator.
Keywords :
Gaussian distribution; circuit complexity; random number generation; shift registers; Gaussian pseudorandom number generator; Gaussian-distributed random numbers; LFSR; ad-hoc permutations; approximated uniform pseudorandom distribution; complexity cost; linear feedback shift registers; low-complexity implementation; maximum autocorrelation; optimised LFSR permutations; pseudorandom Gaussian distribution approximation;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2015.3418