Heterodyne Random Bit Generation Using an Optically Injected Semiconductor Laser in Chaos

Heterodyne generation of parallel random bit streams from chaotic emission of an optically injected semiconductor laser is investigated. The continuous-wave optical injection invokes chaotic dynamics in the laser. The broadband chaotic emission is detected through optical heterodyning and electrical...

Full description

Saved in:
Bibliographic Details
Published inIEEE journal of quantum electronics Vol. 49; no. 10; pp. 829 - 838
Main Authors Li, Xiao-Zhou, Chan, Sze-Chun
Format Journal Article
LanguageEnglish
Published IEEE 01.10.2013
Subjects
Online AccessGet full text
ISSN0018-9197
1558-1713
DOI10.1109/JQE.2013.2279261

Cover

Abstract Heterodyne generation of parallel random bit streams from chaotic emission of an optically injected semiconductor laser is investigated. The continuous-wave optical injection invokes chaotic dynamics in the laser. The broadband chaotic emission is detected through optical heterodyning and electrical heterodyning into different channels. The channels digitize the signals into parallel independent random bit streams. Because of efficient utilization of different portions of the chaos bandwidth, heterodyne detections enable parallel generation of random bit streams, offer high total output bit rates, and require no high-bandwidth analogue-to-digital converters. In the experiment, two optical heterodyne channels and four electrical heterodyne channels are implemented. Each channel is required to digitize only 2.5 GHz of a much broader chaos bandwidth. The sampling rate is 10 GHz with five least significant bits selected from every 8-bit sample. The total output bit rate reaches 100 Gb/s and 200 Gb/s for optical and electrical heterodyning, respectively. The standard test suite of the National Institute of Standards and Technology verifies the randomness of both individual and interleaved output bit streams.
AbstractList Heterodyne generation of parallel random bit streams from chaotic emission of an optically injected semiconductor laser is investigated. The continuous-wave optical injection invokes chaotic dynamics in the laser. The broadband chaotic emission is detected through optical heterodyning and electrical heterodyning into different channels. The channels digitize the signals into parallel independent random bit streams. Because of efficient utilization of different portions of the chaos bandwidth, heterodyne detections enable parallel generation of random bit streams, offer high total output bit rates, and require no high-bandwidth analogue-to-digital converters. In the experiment, two optical heterodyne channels and four electrical heterodyne channels are implemented. Each channel is required to digitize only 2.5 GHz of a much broader chaos bandwidth. The sampling rate is 10 GHz with five least significant bits selected from every 8-bit sample. The total output bit rate reaches 100 Gb/s and 200 Gb/s for optical and electrical heterodyning, respectively. The standard test suite of the National Institute of Standards and Technology verifies the randomness of both individual and interleaved output bit streams.
Author Xiao-Zhou Li
Sze-Chun Chan
Author_xml – sequence: 1
  givenname: Xiao-Zhou
  surname: Li
  fullname: Li, Xiao-Zhou
– sequence: 2
  givenname: Sze-Chun
  surname: Chan
  fullname: Chan, Sze-Chun
BookMark eNp9kEtPAjEUhRujiYDuTdz0Dwz2tvNol0oQMCTEBwtXk0570RJoSacu-PcOQly4cHVyk_udnHx9cu6DR0JugA0BmLp7eh4POQMx5LxSvIQz0oOikBlUIM5JjzGQmQJVXZJ-2667M88l65H3KSaMwe490hftbdjSB5foBD1GnVzwdNk6_0G1p4tdckZvNns682s0CS19xa0zwdsvk0Kkc91ipM7T0acO7RW5WOlNi9enHJDl4_htNM3mi8lsdD_PDC9FymQhm6ZkRsqGW674CrqVaKXhgjVageR5IaDKEbvMCyybXIKsOhisVawUA1Iee00MbRtxVRuXfqanqN2mBlYfBNWdoPogqD4J6kD2B9xFt9Vx_x9ye0QcIv6-l4UUSkrxDbOGciQ
CODEN IEJQA7
CitedBy_id crossref_primary_10_1109_JSTQE_2015_2422473
crossref_primary_10_1109_JPHOT_2017_2748978
crossref_primary_10_1364_OE_557806
crossref_primary_10_1364_OL_40_002665
crossref_primary_10_1364_OE_382234
crossref_primary_10_1016_j_optlastec_2023_109273
crossref_primary_10_1126_science_abc2666
crossref_primary_10_1364_OE_23_033130
crossref_primary_10_1016_j_chaos_2024_115275
crossref_primary_10_1364_OE_25_006511
crossref_primary_10_1109_LPT_2024_3522239
crossref_primary_10_1063_1_5025433
crossref_primary_10_1109_JSTQE_2015_2427521
crossref_primary_10_1109_TCSII_2017_2749204
crossref_primary_10_1364_OE_22_006634
crossref_primary_10_1109_JLT_2019_2920476
crossref_primary_10_1364_OE_22_011727
crossref_primary_10_3390_photonics11080759
crossref_primary_10_7498_aps_66_124203
crossref_primary_10_1088_1674_1056_abb228
crossref_primary_10_1364_OE_22_017271
crossref_primary_10_1109_JQE_2023_3301004
crossref_primary_10_1364_OL_44_002446
crossref_primary_10_7498_aps_73_20231913
crossref_primary_10_1364_AO_431984
crossref_primary_10_7498_aps_70_20202034
crossref_primary_10_1364_OE_23_001470
crossref_primary_10_1038_nphoton_2014_326
crossref_primary_10_1007_s42452_019_0956_8
crossref_primary_10_1109_JSTQE_2017_2708608
crossref_primary_10_1109_LPT_2014_2341623
crossref_primary_10_1587_nolta_13_60
crossref_primary_10_1364_OE_539007
crossref_primary_10_1364_OL_40_003970
crossref_primary_10_1109_JQE_2015_2429122
crossref_primary_10_1016_j_robot_2021_103826
crossref_primary_10_1364_OE_404923
crossref_primary_10_1109_JSTQE_2019_2914420
crossref_primary_10_1007_s12200_023_00081_4
crossref_primary_10_1103_PhysRevE_94_042214
crossref_primary_10_1063_1_5120755
crossref_primary_10_1063_1_4833115
crossref_primary_10_1109_JPHOT_2015_2510327
crossref_primary_10_7498_aps_71_20221173
crossref_primary_10_1166_jno_2021_2921
crossref_primary_10_1364_OE_411694
crossref_primary_10_1364_OE_523502
crossref_primary_10_1109_JQE_2015_2499727
crossref_primary_10_1109_JLT_2014_2320371
crossref_primary_10_1109_JPHOT_2019_2903535
crossref_primary_10_1109_JLT_2016_2597865
crossref_primary_10_1371_journal_pone_0287025
crossref_primary_10_1109_JSTQE_2024_3462489
crossref_primary_10_1364_OL_41_003347
crossref_primary_10_1364_OL_43_004751
crossref_primary_10_1109_JSTQE_2021_3078621
crossref_primary_10_1364_OE_24_015822
crossref_primary_10_1364_OL_431054
crossref_primary_10_1364_OE_25_003153
crossref_primary_10_7498_aps_64_230502
crossref_primary_10_1364_OE_23_002308
Cites_doi 10.1364/AO.50.000E92
10.1063/1.3578456
10.1038/srep00732
10.1364/OE.19.007439
10.1364/OE.20.028603
10.1364/OE.18.023584
10.1063/1.114591
10.1038/nature04275
10.1364/OE.20.012366
10.1364/OE.18.018763
10.1103/RevModPhys.85.421
10.1109/JLT.2012.2188377
10.1364/OE.18.005512
10.1016/j.cpc.2010.12.008
10.1364/OE.20.007496
10.1038/nphoton.2010.197
10.1109/JQE.2009.2028900
10.1109/JQE.2009.2031310
10.1103/PhysRevE.85.016211
10.7452/lapl.201210076
10.1364/OL.36.001020
10.1117/12.999791
10.1103/PhysRevLett.103.024102
10.1016/S0030-4018(00)00865-8
10.1109/JSTQE.2013.2246777
10.1103/PhysRevE.85.046215
10.1364/OE.18.020360
10.1088/1355-5111/9/5/009
10.1109/3.736105
10.1364/OL.32.002960
10.1109/LPT.2011.2180521
10.1063/1.111218
10.1109/LPT.2012.2193388
10.1038/nphoton.2008.227
10.1364/OL.36.004632
10.1103/PhysRevLett.108.070602
10.1103/PhysRevA.83.031803
10.1109/JPHOT.2012.2220759
10.1007/978-3-642-14496-7_11
10.1109/JQE.2012.2198195
10.1364/OL.37.002163
10.1103/PhysRevE.86.046210
10.1016/S0167-8191(02)00163-1
10.1364/OE.20.011143
10.1364/OE.18.009351
10.1016/S0030-4018(03)01466-4
10.1063/1.3597793
10.1109/JSTQE.2012.2219298
10.1134/S1054660X12100246
10.1063/1.4754872
10.1364/OE.19.020665
10.1038/nphoton.2009.235
10.1103/PhysRevE.82.050101
10.1364/OE.17.009053
10.1038/nphoton.2012.286
10.1109/TCSII.2011.2106316
10.1364/OE.20.001741
10.1103/PhysRevA.87.022339
10.1364/OE.18.018292
ContentType Journal Article
DBID 97E
RIA
RIE
AAYXX
CITATION
DOI 10.1109/JQE.2013.2279261
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
Physics
EISSN 1558-1713
EndPage 838
ExternalDocumentID 10_1109_JQE_2013_2279261
6583988
Genre orig-research
GroupedDBID -~X
.DC
0R~
29I
4.4
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
ACNCT
AENEX
AETIX
AFFNX
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ASUFR
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
F5P
HZ~
H~9
IAAWW
IBMZZ
ICLAB
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
MS~
MVM
O9-
OCL
P2P
RIA
RIE
RNS
TAE
TN5
UPT
VH1
XOL
ZKB
AAYXX
CITATION
RIG
ID FETCH-LOGICAL-c263t-858bb60c88b2d292f1919ed8c230ba9182453174ee45345e6b48187c261dd9063
IEDL.DBID RIE
ISSN 0018-9197
IngestDate Thu Apr 24 23:07:19 EDT 2025
Tue Jul 01 03:19:23 EDT 2025
Tue Aug 26 16:41:23 EDT 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 10
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c263t-858bb60c88b2d292f1919ed8c230ba9182453174ee45345e6b48187c261dd9063
PageCount 10
ParticipantIDs crossref_primary_10_1109_JQE_2013_2279261
crossref_citationtrail_10_1109_JQE_2013_2279261
ieee_primary_6583988
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2013-10-01
PublicationDateYYYYMMDD 2013-10-01
PublicationDate_xml – month: 10
  year: 2013
  text: 2013-10-01
  day: 01
PublicationDecade 2010
PublicationTitle IEEE journal of quantum electronics
PublicationTitleAbbrev JQE
PublicationYear 2013
Publisher IEEE
Publisher_xml – name: IEEE
References ref57
ref13
ref56
ref59
ref15
ref14
ref53
ref52
ref55
ref11
ref54
ref10
ref17
ref16
ref19
ref18
ref51
ref50
zhang (ref12) 2011; 9
ref46
ref45
ref48
ref47
ref42
ref41
ref44
ref43
ref8
ref7
ref9
ref4
ref3
ref6
ref5
ref40
ref35
ref34
ref37
ref36
ref31
ref30
ref33
ref32
ref2
ref1
ref39
ref38
ref24
rukhin (ref58) 2010
ref23
ref26
ref25
ref20
yamazaki (ref49) 2012
ref22
ref21
ref28
ref27
ref29
ref60
ref62
ref61
References_xml – ident: ref56
  doi: 10.1364/AO.50.000E92
– ident: ref24
  doi: 10.1063/1.3578456
– ident: ref38
  doi: 10.1038/srep00732
– ident: ref33
  doi: 10.1364/OE.19.007439
– ident: ref14
  doi: 10.1364/OE.20.028603
– ident: ref36
  doi: 10.1364/OE.18.023584
– ident: ref41
  doi: 10.1063/1.114591
– ident: ref47
  doi: 10.1038/nature04275
– ident: ref28
  doi: 10.1364/OE.20.012366
– ident: ref8
  doi: 10.1364/OE.18.018763
– ident: ref48
  doi: 10.1103/RevModPhys.85.421
– ident: ref35
  doi: 10.1109/JLT.2012.2188377
– ident: ref10
  doi: 10.1364/OE.18.005512
– ident: ref19
  doi: 10.1016/j.cpc.2010.12.008
– ident: ref9
  doi: 10.1364/OE.20.007496
– ident: ref30
  doi: 10.1038/nphoton.2010.197
– volume: 9
  start-page: 31404-1
  year: 2011
  ident: ref12
  article-title: 2.87-Gb/s random bit generation based on bandwidth-enhanced chaotic laser
  publication-title: Chin Opt Lett
– ident: ref57
  doi: 10.1109/JQE.2009.2028900
– ident: ref52
  doi: 10.1109/JQE.2009.2031310
– ident: ref44
  doi: 10.1103/PhysRevE.85.016211
– ident: ref26
  doi: 10.7452/lapl.201210076
– ident: ref32
  doi: 10.1364/OL.36.001020
– ident: ref53
  doi: 10.1117/12.999791
– ident: ref2
  doi: 10.1103/PhysRevLett.103.024102
– ident: ref55
  doi: 10.1016/S0030-4018(00)00865-8
– ident: ref4
  doi: 10.1109/JSTQE.2013.2246777
– ident: ref43
  doi: 10.1103/PhysRevE.85.046215
– ident: ref11
  doi: 10.1364/OE.18.020360
– start-page: 142
  year: 2012
  ident: ref49
  article-title: Fast random number generation with bandwidth-enhanced chaos and post-processing
  publication-title: Proc Int Symp Nonlinear Theory Appl
– ident: ref54
  doi: 10.1088/1355-5111/9/5/009
– ident: ref42
  doi: 10.1109/3.736105
– year: 2010
  ident: ref58
  article-title: A statistical test suite for random and pseudorandom number generators for cryptographic applications
  publication-title: NIST Special Publication 800?22 Rev 1a
– ident: ref50
  doi: 10.1364/OL.32.002960
– ident: ref34
  doi: 10.1109/LPT.2011.2180521
– ident: ref40
  doi: 10.1063/1.111218
– ident: ref13
  doi: 10.1109/LPT.2012.2193388
– ident: ref1
  doi: 10.1038/nphoton.2008.227
– ident: ref17
  doi: 10.1364/OL.36.004632
– ident: ref21
  doi: 10.1103/PhysRevLett.108.070602
– ident: ref7
  doi: 10.1103/PhysRevA.83.031803
– ident: ref61
  doi: 10.1109/JPHOT.2012.2220759
– ident: ref22
  doi: 10.1007/978-3-642-14496-7_11
– ident: ref60
  doi: 10.1109/JQE.2012.2198195
– ident: ref18
  doi: 10.1364/OL.37.002163
– ident: ref46
  doi: 10.1103/PhysRevE.86.046210
– ident: ref62
  doi: 10.1016/S0167-8191(02)00163-1
– ident: ref37
  doi: 10.1364/OE.20.011143
– ident: ref25
  doi: 10.1364/OE.18.009351
– ident: ref59
  doi: 10.1016/S0030-4018(03)01466-4
– ident: ref31
  doi: 10.1063/1.3597793
– ident: ref15
  doi: 10.1109/JSTQE.2012.2219298
– ident: ref16
  doi: 10.1134/S1054660X12100246
– ident: ref45
  doi: 10.1063/1.4754872
– ident: ref29
  doi: 10.1364/OE.19.020665
– ident: ref3
  doi: 10.1038/nphoton.2009.235
– ident: ref27
  doi: 10.1103/PhysRevE.82.050101
– ident: ref5
  doi: 10.1364/OE.17.009053
– ident: ref39
  doi: 10.1038/nphoton.2012.286
– ident: ref20
  doi: 10.1109/TCSII.2011.2106316
– ident: ref51
  doi: 10.1364/OE.20.001741
– ident: ref23
  doi: 10.1103/PhysRevA.87.022339
– ident: ref6
  doi: 10.1364/OE.18.018292
SSID ssj0014480
Score 2.3605347
Snippet Heterodyne generation of parallel random bit streams from chaotic emission of an optically injected semiconductor laser is investigated. The continuous-wave...
SourceID crossref
ieee
SourceType Enrichment Source
Index Database
Publisher
StartPage 829
SubjectTerms Chaos
heterodyne detection
Optical attenuators
Optical feedback
optical injection
Optical mixing
Optical polarization
Random bit generation
Semiconductor lasers
Stimulated emission
Title Heterodyne Random Bit Generation Using an Optically Injected Semiconductor Laser in Chaos
URI https://ieeexplore.ieee.org/document/6583988
Volume 49
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1ZS8NAEB60IOiDt3izD74Ips2xTbKPWixVPPACfQp7TFDUjbTpQ_317m7SUkXEp4SwA0tmljn2m28ADiQVeUR54PHE9z0qMfdYJNGTPkdsczt01bF9XsW9B3r-2H6cgaNJLwwiOvAZNu2ru8tXhRzaUlnLeMuIpekszBozq3q1JjcGJs2o2k0Ce4BZMr6S9Fnr_ObUYriipmPLi4NvLmhqpopzKd0luBxvpkKSvDaHpWjKzx88jf_d7TIs1rElOa6MYQVmUK_CwhTj4CrMOcSnHKzBU88CYQo10khuuVbFOzl5KUlFQ221RRyagHBNrj9cwfttRM60LdugIncWU19oSxZb9MmFcYV98qJJ55kXg3V46J7ed3pePWfBk2EclV7aToWIfZmmIlQhC3OTwzFUqTTpieDMZCDUnNSEIponbWMsqHHziREOlGImxtmAhi40bgIxskKwJMrDFGkgFYu5oCIJ8jzGWIlgC1rjX5_JmoTczsJ4y1wy4rPMKCuzyspqZW3B4UTioyLg-GPtmlXDZF2tge3fP-_AvBWukHm70Cj7Q9wzEUYp9p1pfQFWh8xa
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT9wwEB5RECo9QMtDpbx86AWp2c3DSewjINACCxUUJDhFfkzECnDQkj3QX4_tZFeAEOKUyPJEVsbWzHi--Qbgt6KyTKiIApGHYUAVlgFPFAYqFIipcE1XPdvnada7pEdX6dUU_JnUwiCiB59hx736XL6u1MhdlXWttUw4Y19gJrVRBWuqtSY5AzvUFJxE7gjzfJyUDHn36GzfobiSjufLy6JXRuhFVxVvVA4W4GS8nAZLctsZ1bKj_r9havzser_DfOtdkp1mO_yAKTSL8O0F5-AizHrMp3pcguueg8JU-skgORdGV_dkd1CThoja6Yt4PAERhvx98Ffed0_k0LiLG9Tkn0PVV8bRxVZD0rfGcEgGhuzdiOpxGS4P9i_2ekHbaSFQcZbUAUuZlFmoGJOxjnlc2iiOo2bKBihScBuDUHtWc4ponzTFTFJr6HMrHGnNrZezAtOmMvgTiJWVkudJGTOkkdI8E5LKPCrLDDMto1Xojn99oVoactcN467w4UjIC6uswimraJW1CtsTiYeGguODuUtODZN5rQZ-vT-8BV97Fyf9on94erwGc-5DDU5vHabr4Qg3rL9Ry02_zZ4BRjrPrQ
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Heterodyne+Random+Bit+Generation+Using+an+Optically+Injected+Semiconductor+Laser+in+Chaos&rft.jtitle=IEEE+journal+of+quantum+electronics&rft.au=Li%2C+Xiao-Zhou&rft.au=Chan%2C+Sze-Chun&rft.date=2013-10-01&rft.issn=0018-9197&rft.eissn=1558-1713&rft.volume=49&rft.issue=10&rft.spage=829&rft.epage=838&rft_id=info:doi/10.1109%2FJQE.2013.2279261&rft.externalDBID=n%2Fa&rft.externalDocID=10_1109_JQE_2013_2279261
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0018-9197&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0018-9197&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0018-9197&client=summon