Fully digital jerk-based chaotic oscillators for high throughput pseudo-random number generators up to 8.77Gbits/s

Handle URI:
http://hdl.handle.net/10754/321913
Title:
Fully digital jerk-based chaotic oscillators for high throughput pseudo-random number generators up to 8.77Gbits/s
Authors:
Mansingka, Abhinav S.; Zidan, Mohammed A. ( 0000-0003-3843-814X ) ; Barakat, Mohamed L.; Radwan, Ahmed Gomaa; Salama, Khaled N. ( 0000-0001-7742-1282 )
Abstract:
This paper introduces fully digital implementations of four di erent systems in the 3rd order jerk-equation based chaotic family using the Euler approximation. The digitization approach enables controllable chaotic systems that reliably provide sinusoidal or chaotic output based on a selection input. New systems are introduced, derived using logical and arithmetic operations between two system implementations of different bus widths, with up to 100x higher maximum Lyapunov exponent than the original jerkequation based chaotic systems. The resulting chaotic output is shown to pass the NIST sp. 800-22 statistical test suite for pseudorandom number generators without post-processing by only eliminating the statistically defective bits. The systems are designed in Verilog HDL and experimentally verified on a Xilinx Virtex 4 FPGA for a maximum throughput of 15.59 Gbits/s for the native chaotic output and 8.77 Gbits/s for the resulting pseudo-random number generators.
KAUST Department:
Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division; Sensors Lab
Citation:
Mansingka AS, Affan Zidan M, Barakat ML, Radwan AG, Salama KN (2013) Fully digital jerk-based chaotic oscillators for high throughput pseudo-random number generators up to 8.77Gbits/s. Microelectronics Journal 44: 744-752. doi:10.1016/j.mejo.2013.06.007.
Publisher:
Elsevier
Journal:
Microelectronics Journal
Issue Date:
18-Jun-2014
DOI:
10.1016/j.mejo.2013.06.007
Type:
Article
ISSN:
00262692
Additional Links:
http://linkinghub.elsevier.com/retrieve/pii/S0026269213001444
Appears in Collections:
Articles; Sensors Lab; Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

Full metadata record

DC FieldValue Language
dc.contributor.authorMansingka, Abhinav S.en
dc.contributor.authorZidan, Mohammed A.en
dc.contributor.authorBarakat, Mohamed L.en
dc.contributor.authorRadwan, Ahmed Gomaaen
dc.contributor.authorSalama, Khaled N.en
dc.date.accessioned2014-06-18T18:31:28Z-
dc.date.available2014-06-18T18:31:28Z-
dc.date.issued2014-06-18en
dc.identifier.citationMansingka AS, Affan Zidan M, Barakat ML, Radwan AG, Salama KN (2013) Fully digital jerk-based chaotic oscillators for high throughput pseudo-random number generators up to 8.77Gbits/s. Microelectronics Journal 44: 744-752. doi:10.1016/j.mejo.2013.06.007.en
dc.identifier.issn00262692en
dc.identifier.doi10.1016/j.mejo.2013.06.007en
dc.identifier.urihttp://hdl.handle.net/10754/321913en
dc.description.abstractThis paper introduces fully digital implementations of four di erent systems in the 3rd order jerk-equation based chaotic family using the Euler approximation. The digitization approach enables controllable chaotic systems that reliably provide sinusoidal or chaotic output based on a selection input. New systems are introduced, derived using logical and arithmetic operations between two system implementations of different bus widths, with up to 100x higher maximum Lyapunov exponent than the original jerkequation based chaotic systems. The resulting chaotic output is shown to pass the NIST sp. 800-22 statistical test suite for pseudorandom number generators without post-processing by only eliminating the statistically defective bits. The systems are designed in Verilog HDL and experimentally verified on a Xilinx Virtex 4 FPGA for a maximum throughput of 15.59 Gbits/s for the native chaotic output and 8.77 Gbits/s for the resulting pseudo-random number generators.en
dc.language.isoenen
dc.publisherElsevieren
dc.relation.urlhttp://linkinghub.elsevier.com/retrieve/pii/S0026269213001444en
dc.rightsArchived with thanks to Microelectronics Journalen
dc.subjectRNGen
dc.subjectchaosen
dc.subjectNISTen
dc.titleFully digital jerk-based chaotic oscillators for high throughput pseudo-random number generators up to 8.77Gbits/sen
dc.typeArticleen
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Divisionen
dc.contributor.departmentSensors Laben
dc.identifier.journalMicroelectronics Journalen
dc.eprint.versionPre-printen
dc.contributor.institutionEngineering Mathematics Department, Faculty of Engineering, Cairo University, Giza, Egypten
dc.contributor.affiliationKing Abdullah University of Science and Technology (KAUST)en
kaust.authorMansingka, Abhinav S.en
kaust.authorZidan, Mohammed A.en
kaust.authorBarakat, Mohamed L.en
kaust.authorSalama, Khaled N.en
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