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Stefan cel Mare
University of Suceava
Faculty of Electrical Engineering and
Computer Science
13, Universitatii Street
Suceava - 720229
ROMANIA

Print ISSN: 1582-7445
Online ISSN: 1844-7600
WorldCat: 643243560
doi: 10.4316/AECE


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  3/2018 - 9

A Proposal of a Novel Method for Generating Discrete Analog Uniform Noise

PEJIC, D. See more information about PEJIC, D. on SCOPUS See more information about PEJIC, D. on IEEExplore See more information about PEJIC, D. on Web of Science, GAZIVODA, N. See more information about  GAZIVODA, N. on SCOPUS See more information about  GAZIVODA, N. on SCOPUS See more information about GAZIVODA, N. on Web of Science, LICINA, B. See more information about  LICINA, B. on SCOPUS See more information about  LICINA, B. on SCOPUS See more information about LICINA, B. on Web of Science, UREKAR, M. See more information about  UREKAR, M. on SCOPUS See more information about  UREKAR, M. on SCOPUS See more information about UREKAR, M. on Web of Science, SOVILJ, P. See more information about  SOVILJ, P. on SCOPUS See more information about  SOVILJ, P. on SCOPUS See more information about SOVILJ, P. on Web of Science, VUJICIC, B. See more information about VUJICIC, B. on SCOPUS See more information about VUJICIC, B. on SCOPUS See more information about VUJICIC, B. on Web of Science
 
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Download PDF pdficon (1,423 KB) | Citation | Downloads: 936 | Views: 2,782

Author keywords
converters, generators, noise, nonuniform sampling, probability density function

References keywords
stochastic(13), computing(8), link(4), digital(4), analog(4)
Blue keywords are present in both the references section and the paper title.

About this article
Date of Publication: 2018-08-31
Volume 18, Issue 3, Year 2018, On page(s): 61 - 66
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2018.03009
Web of Science Accession Number: 000442420900009
SCOPUS ID: 85052135055

Abstract
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Full text preview
This paper presents a proposal of a new way to generate analog noise, discrete in time, with uniform probability density function. Instead of the usual way of generating discrete analog uniform noise using a uniform pseudorandom number generator and a digital-to-analog converter, generating based on non-equidistant sampling of sawtooth voltage is suggested. The original hardware structure that implements this idea is suggested and its work is simulated. The simulations have confirmed the validity of the idea. The main gain is the unlimited resolution of the analog output of the uniform noise generator suggested. The resolution of standard uniform noise generators is limited by the resolution of the digital-to-analog converter used.


References | Cited By  «-- Click to see who has cited this paper

[1] B. R. Gaines, "Stochastic computing", AFIPS Spring Joint Computing Conference 1967. Atlantic City, New Jersey, USA. pp. 149-156,
[CrossRef] [SCOPUS Times Cited 233]


[2] A. Alaghi; J. P. Hayes, "Survey of Stochastic Computing", ACM Transactions on Embedded Computing Systems (TECS) - Special Section on Probabilistic Embedded Computing, Volume 12 Issue 2s, May 2013, Article No. 92,
[CrossRef] [Web of Science Times Cited 398] [SCOPUS Times Cited 445]


[3] A. Alaghi and J. P. Hayes "On the functions realized by stochastic computing circuits", Proc. Great Lakes Symp. VLSI, pp. 311-336, 2015.
[CrossRef] [SCOPUS Times Cited 20]


[4] V. Canals et al., "A new stochastic computing methodology for efficient neural network implementation", IEEE Trans. Neural Networks and Learning Systems, 2015.
[CrossRef] [Web of Science Times Cited 86] [SCOPUS Times Cited 93]


[5] T. H. Chen and J. P. Hayes, "Analyzing and controlling accuracy in stochastic circuits", Proc. ICCD, pp. 367-373, 2014.
[CrossRef] [SCOPUS Times Cited 35]


[6] J.G. Ortega, C.L. Janer, J.M. Quero, L.G. Franquelo, J. Pinilla, J. Serrano, "Analog to digital and digital to analog conversion based on stochastic logic", Industrial Electronics, Control, and Instrumentation, 1995., Proceedings of the 1995 IEEE IECON 21st International Conference, 6-10 Nov. 1995,
[CrossRef] [Web of Science Times Cited 17]


[7] N. Onizawa et al., "Analog-to-stochastic converter using magnetic-tunnel junction devices", Proc. NANOARCH, pp. 59-64, 2014.
[CrossRef] [SCOPUS Times Cited 21]


[8] D. Knuth, "The Art of Computer Programming Volume 2", Seminumerical algorithms, pp. 9-38, Addison-Wesley, Massachusetts, 1998

[9] K. Zaplatilek, J. Leuchter, "System optimization using a parallel stochastic approach." Advances in Electrical and Computer Engineering, vol. 13, no. 2, pp. 73-76, 2013.,
[CrossRef] [Full Text] [Web of Science Times Cited 3] [SCOPUS Times Cited 4]


[10] P. Alfke, "Efficient Shift Registers, LFSR Counters, and Long Pseudo-Random Sequence Generators", XILINX, XAPP 052 July 7,1996 (Version 1.1), [Online] Available: Temporary on-line reference link removed - see the PDF document

[11] IEEE-STD-1241 Standard for Terminology and Test Methods for Analog-to-Digital Converters

[12] J. Neskudla, J. Vedral, "Digitaly controlled white noise generator", 2006. [Online] Available: Temporary on-line reference link removed - see the PDF document

[13] S. L. Toral, J. M. Quero, L. G. Franquelo, "Stochastic pulse coded arithmetic", Circuits and Systems, Proceedings ISCAS 2000. The 2000 IEEE International Symposium on (Volume:1), Geneva, pp 599 - 602

[14] J. Vedral, J. Holub, "Oscilloscope testing by means of stochastical signal", [Online] Available: Temporary on-line reference link removed - see the PDF document

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[CrossRef] [Web of Science Times Cited 23] [SCOPUS Times Cited 36]


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[17] M. Urekar, D. Pejic, V. Vujicic, S. Avramov-Zamurovic, "Accuracy improvement of the stochastic digital electrical energy meter", Measurement: Journal of the International Measurement Confederation, 98, 139-150., 2017.
[CrossRef] [Web of Science Times Cited 15] [SCOPUS Times Cited 21]


[18] R. E. Best, "Phase locked loop: Design, simulation and applications", 4th ed., New York: McGraw-hill, 1999.

[19] R. Manohar, "Comparing stochastic and deterministic computing", Computer Architecture Letters, 2015.
[CrossRef] [Web of Science Times Cited 17] [SCOPUS Times Cited 19]


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References Weight

Web of Science® Citations for all references: 585 TCR
SCOPUS® Citations for all references: 965 TCR

Web of Science® Average Citations per reference: 27 ACR
SCOPUS® Average Citations per reference: 44 ACR

TCR = Total Citations for References / ACR = Average Citations per Reference

We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more

Citations for references updated on 2024-12-08 03:25 in 82 seconds.




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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania


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