DocumentCode :
2383205
Title :
A novel digital implementation of a Gaussian noise generator
Author :
Golshan, Nasser
Author_Institution :
Dept. of Electr. Eng., Wisconsin Univ., Platteville, WI, USA
fYear :
1989
fDate :
25-27 Apr 1989
Firstpage :
256
Lastpage :
257
Abstract :
A method is proposed and studied for digital generation of analog Gaussian noise. In the proposed system, the parallel output from a maximal-length shift register (MSR) forms a sequence of random numbers with equal probability, which are then transformed into a Gaussian distribution by a mapping table. The system is different in its principle of operation and performance from the well-established technique of summing a large number of consecutive random outputs of an MSR to generate a Gaussian noise by virtue of the central limit theorem. Furthermore, it can be made to generate any arbitrary probability distribution function by changing the mapping table. The generator can be realized readily both in hardware as a physical instrument and in a software package as a simulated instrument. While the probability distribution of the generated noise is governed by the mapping table, its random properties are dominated by the behavior of the MSR
Keywords :
computerised instrumentation; noise generators; probability; random processes; FORTRAN; Gaussian noise generator; arbitrary probability distribution function; computerised instrumentation; mapping table; maximal-length shift register; parallel output; sequence of random numbers; Autocorrelation; Clocks; Frequency; Gaussian distribution; Gaussian noise; Hardware; Instruments; Noise generators; Probability distribution; Shift registers;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1989. IMTC-89. Conference Record., 6th IEEE
Conference_Location :
Washington, DC
Type :
conf
DOI :
10.1109/IMTC.1989.36864
Filename :
36864
Link To Document :
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