FPGA-Based Hardware-in-the-Loop Simulation of User Selection Algorithms for Cooperative Transmission Technology Over LOS Channel on Geosynchronous Satellites

Distributed satellite clusters and cooperative transmission technology have been used to improve the communication capability of the geosynchronous orbit (GEO) satellites in recent years. To validate the effectiveness of distributed cooperative technology, the authors designed an information transmi...

Full description

Saved in:
Bibliographic Details
Published inIEEE access Vol. 10; pp. 6071 - 6083
Main Authors Yu, Le, Zhang, Shiwei, Wu, Nansong, Yu, Chongchong
Format Journal Article
LanguageEnglish
Published Piscataway IEEE 2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Distributed satellite clusters and cooperative transmission technology have been used to improve the communication capability of the geosynchronous orbit (GEO) satellites in recent years. To validate the effectiveness of distributed cooperative technology, the authors designed an information transmission system using FPGA-based hardware-in-the-loop simulation. The focus of this paper is to complete the implementation of the link layer user selection algorithm to verify that cooperative transmission techniques are feasible. This system uses a Xilinx ML605 FPGA for simulating the synchronization and exchange of data during coordinated transmission in a GEO window. The authors assumed a dual-satellite scenario in the simulation used to validate the efficacy of the satellite system. After testing the system optimized with pipelining technology, the number of clock cycles was reduced by 66%. Furthermore, tests showed the system can process multi-user channel data with signal-to-noise ratios ranging from 110dB to 195dB and could select the optimal channel. Additionally, in a case study with 10 users and 2 collocated satellites, this optimized system's operation speed is approximately 2000 times faster-after hardware acceleration-than general-purpose processors, which verifies the efficacy of using distributed cooperative transmission algorithms. Because of this, the low-cost, and the low-power features, this system is a promising candidate for an embedded real-time simulation platform for GEO satellites.
AbstractList Distributed satellite clusters and cooperative transmission technology have been used to improve the communication capability of the geosynchronous orbit (GEO) satellites in recent years. To validate the effectiveness of distributed cooperative technology, the authors designed an information transmission system using FPGA-based hardware-in-the-loop simulation. The focus of this paper is to complete the implementation of the link layer user selection algorithm to verify that cooperative transmission techniques are feasible. This system uses a Xilinx ML605 FPGA for simulating the synchronization and exchange of data during coordinated transmission in a GEO window. The authors assumed a dual-satellite scenario in the simulation used to validate the efficacy of the satellite system. After testing the system optimized with pipelining technology, the number of clock cycles was reduced by 66%. Furthermore, tests showed the system can process multi-user channel data with signal-to-noise ratios ranging from 110dB to 195dB and could select the optimal channel. Additionally, in a case study with 10 users and 2 collocated satellites, this optimized system's operation speed is approximately 2000 times faster-after hardware acceleration-than general-purpose processors, which verifies the efficacy of using distributed cooperative transmission algorithms. Because of this, the low-cost, and the low-power features, this system is a promising candidate for an embedded real-time simulation platform for GEO satellites.
Author Yu, Chongchong
Wu, Nansong
Zhang, Shiwei
Yu, Le
Author_xml – sequence: 1
  givenname: Le
  surname: Yu
  fullname: Yu, Le
  organization: School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
– sequence: 2
  givenname: Shiwei
  orcidid: 0000-0002-6914-5756
  surname: Zhang
  fullname: Zhang, Shiwei
  organization: School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
– sequence: 3
  givenname: Nansong
  orcidid: 0000-0003-2395-6593
  surname: Wu
  fullname: Wu, Nansong
  email: wun@sonoma.edu
  organization: Department of Engineering Science, Sonoma State University, Rohnert Park, CA, USA
– sequence: 4
  givenname: Chongchong
  surname: Yu
  fullname: Yu, Chongchong
  organization: School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
BookMark eNpNkV9r2zAUxc3oYF3XT9AXwZ6d6p9l6zEzbVoIZOD0WcjydazgSJnkdOTD7LtOqUupXiSOfufcC-d7duW8gyy7I3hBCJb3y7p-aJoFxZQuGOFJqr5k15QImbOCiatP72_ZbYx7nE6VpKK8zv49_l4t8186QoeedOj-6gC5dfk0QL72_ogaeziNerLeId-jlwgBNTCCeVOW484HOw2HiHofUJ0MEBL8CmgbtIsHG-OF24IZnB_97ow2rylhvWlQPWjnYETpewU-np0Zgnf-FFGjJxhHO0H8kX3t9Rjh9v2-yV4eH7b1U77erJ7r5To3HFdTTphuK6BFV0huqpYL2RrOuZG0aPsKS1OWpqSSFKZjnehaU4meSS4TIDpREnaTPc-5ndd7dQz2oMNZeW3Vm-DDTukwWTOC4qTQ2JQSTAtc006zNEQbXPKqkj2WKevnnHUM_s8J4qT2_hRcWl9RQQkWnDKcKDZTJvgYA_QfUwlWl1rVXKu61Krea02uu9llAeDDIUXJSlqx_2Zmod4
CODEN IAECCG
CitedBy_id crossref_primary_10_3390_app132312784
crossref_primary_10_1109_ACCESS_2022_3169499
crossref_primary_10_3390_app12105216
crossref_primary_10_3390_s22228806
crossref_primary_10_3390_en16083386
Cites_doi 10.1109/GLOCOM.2014.7037245
10.7763/IJCCE.2014.V3.333
10.1049/cp.2011.0908
10.1002/sat.1372
10.1109/EuCAP.2014.6901942
10.1109/MWSCAS.2014.6908544
10.1002/sat.1213
10.1109/IEEE-IWS.2015.7164605
10.1109/ASMS.2008.19
10.1109/CSSS.2011.5974514
10.1109/iCECE.2010.604
10.1049/iet-com.2016.0651
10.1109/ACCESS.2020.3029093
10.1109/ARTCom.2010.71
10.2514/6.2006-6733
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
DBID 97E
ESBDL
RIA
RIE
AAYXX
CITATION
7SC
7SP
7SR
8BQ
8FD
JG9
JQ2
L7M
L~C
L~D
DOA
DOI 10.1109/ACCESS.2022.3141098
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005-present
IEEE Xplore Open Access Journals
IEEE All-Society Periodicals Package (ASPP) 1998-Present
IEEE/IET Electronic Library (IEL)
CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Engineered Materials Abstracts
METADEX
Technology Research Database
Materials Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
Open Access: DOAJ - Directory of Open Access Journals
DatabaseTitle CrossRef
Materials Research Database
Engineered Materials Abstracts
Technology Research Database
Computer and Information Systems Abstracts – Academic
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Advanced Technologies Database with Aerospace
METADEX
Computer and Information Systems Abstracts Professional
DatabaseTitleList
Materials Research Database

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: RIE
  name: IEEE/IET Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2169-3536
EndPage 6083
ExternalDocumentID oai_doaj_org_article_415a0c79ecbe4a2da325bac074889f09
10_1109_ACCESS_2022_3141098
9673728
Genre orig-research
GroupedDBID 0R~
4.4
5VS
6IK
97E
AAJGR
ABVLG
ACGFS
ADBBV
ALMA_UNASSIGNED_HOLDINGS
BCNDV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
EBS
EJD
ESBDL
GROUPED_DOAJ
IFIPE
IPLJI
JAVBF
KQ8
M43
M~E
O9-
OCL
OK1
RIA
RIE
RIG
RNS
AAYXX
CITATION
7SC
7SP
7SR
8BQ
8FD
JG9
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c408t-13ab8e25d594c8b469bc444c925bf809c77c72915cd3d6dbc86f3949c926d6713
IEDL.DBID RIE
ISSN 2169-3536
IngestDate Thu Sep 05 15:36:22 EDT 2024
Fri Sep 13 03:05:47 EDT 2024
Fri Aug 23 00:57:43 EDT 2024
Wed Jun 26 19:26:27 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c408t-13ab8e25d594c8b469bc444c925bf809c77c72915cd3d6dbc86f3949c926d6713
ORCID 0000-0003-2395-6593
0000-0002-6914-5756
OpenAccessLink https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/document/9673728
PQID 2621064230
PQPubID 4845423
PageCount 13
ParticipantIDs ieee_primary_9673728
proquest_journals_2621064230
crossref_primary_10_1109_ACCESS_2022_3141098
doaj_primary_oai_doaj_org_article_415a0c79ecbe4a2da325bac074889f09
PublicationCentury 2000
PublicationDate 20220000
2022-00-00
20220101
2022-01-01
PublicationDateYYYYMMDD 2022-01-01
PublicationDate_xml – year: 2022
  text: 20220000
PublicationDecade 2020
PublicationPlace Piscataway
PublicationPlace_xml – name: Piscataway
PublicationTitle IEEE access
PublicationTitleAbbrev Access
PublicationYear 2022
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref13
ref12
ref15
ref11
ref10
ref2
ref1
ref17
Sakarellos (ref7)
ref16
ref18
ref8
Wang (ref14) 2005; 17
ref9
ref3
ref6
ref5
Visher (ref4) 1979; 5
References_xml – ident: ref11
  doi: 10.1109/GLOCOM.2014.7037245
– ident: ref6
  doi: 10.7763/IJCCE.2014.V3.333
– ident: ref18
  doi: 10.1049/cp.2011.0908
– ident: ref3
  doi: 10.1002/sat.1372
– ident: ref9
  doi: 10.1109/EuCAP.2014.6901942
– ident: ref5
  doi: 10.1109/MWSCAS.2014.6908544
– ident: ref2
  doi: 10.1002/sat.1213
– ident: ref8
  doi: 10.1109/IEEE-IWS.2015.7164605
– ident: ref10
  doi: 10.1109/ASMS.2008.19
– ident: ref12
  doi: 10.1109/CSSS.2011.5974514
– ident: ref17
  doi: 10.1109/iCECE.2010.604
– ident: ref13
  doi: 10.1049/iet-com.2016.0651
– start-page: 473
  volume-title: Proc. 7th Eur. Conf. Antennas Propag. (EuCAP)
  ident: ref7
  article-title: Outage performance of cooperative land mobile satellite broadcasting systems
  contributor:
    fullname: Sakarellos
– ident: ref1
  doi: 10.1109/ACCESS.2020.3029093
– volume: 17
  start-page: 613
  issue: 3
  year: 2005
  ident: ref14
  article-title: Research and semi physical simulation for the compensation observer of wheel low speed friction
  publication-title: J. Syst. Simul.
  contributor:
    fullname: Wang
– ident: ref16
  doi: 10.1109/ARTCom.2010.71
– volume: 5
  start-page: 22
  year: 1979
  ident: ref4
  article-title: Satellite clusters
  publication-title: Satell. Commun.
  contributor:
    fullname: Visher
– ident: ref15
  doi: 10.2514/6.2006-6733
SSID ssj0000816957
Score 2.3177516
Snippet Distributed satellite clusters and cooperative transmission technology have been used to improve the communication capability of the geosynchronous orbit (GEO)...
SourceID doaj
proquest
crossref
ieee
SourceType Open Website
Aggregation Database
Publisher
StartPage 6071
SubjectTerms Acceleration
Algorithms
cooperative transmission
Distributed
Field programmable gate arrays
FPGA
GEO satellite
Geosynchronous orbits
Geosynchronous satellites
Hardware
hardware-in-the-loop
Hardware-in-the-loop simulation
MIMO communication
Satellite broadcasting
Satellite constellations
Satellites
Signal processing
Simulation
Synchronism
Wideband
SummonAdditionalLinks – databaseName: Open Access: DOAJ - Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3LTuswELUQK1igy0u3l4e8YElEmjiOvSwVBSFeUqnEzvIrUAmSqi1CfAz_yoxjoFcs2LB1HCf2TDxz7PgcQg5wc4hL7hLHLAAUm6EaoMsTcOgKogMvSo8HnC-v-NmInd8VdwtSX_hPWEsP3A7cEQQYndpSems805nTeVYYbSHyCSGreHSvWyyAqTAHiy6XRRlphrqpPOr1-9AjAIRZBjiVQZH4LxQFxv4osfJtXg7BZvCHrMUskfbat1snS77eIKsL3IGb5G1wc9pLjiEIOYrb7y966pNxnUBCl1w0zYQOx09Rmos2FR2Bq9FhEL3Bkt7jfTMdzx-eZhSyVtqHG3zLAU5D9ALr4zIa_Vp5p9fg9PTiekjxQELtHylcPvXN7LW2SLDbPM_oUAd-T8het8hocHLbP0ui1kJiWSpQkV4b4bPCFZJZYQA0G8sYsxJGuxKptGVpIQ_vFtblqEFlBa9yySRU4I4D0t0my3VT-7-EOpMbUUqhDeZavNSVDLRhvmI69ZZ1yOHHsKtJS6mhAhRJpWqtpNBKKlqpQ47RNJ9VkQ87FICXqOgl6icv6ZBNNOxnIzLI80Dbux-GVvHbnamMAwwGWJan_37j0TtkBbvTLtvskuX59NnvQSIzN_vBZ98BmCXvuw
  priority: 102
  providerName: Directory of Open Access Journals
Title FPGA-Based Hardware-in-the-Loop Simulation of User Selection Algorithms for Cooperative Transmission Technology Over LOS Channel on Geosynchronous Satellites
URI https://ieeexplore.ieee.org/document/9673728
https://www.proquest.com/docview/2621064230/abstract/
https://doaj.org/article/415a0c79ecbe4a2da325bac074889f09
Volume 10
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB61PcGBV0EslMoHjs02TRzHPm5XbCvUUqRlpd4svwIr2qTahxD8F_4rM453eR64RY4TOZpx5pux_X0Ar2lxSCjhM88dJiiuIDVAX2bo0A1GB1HVgQ44X74T5zP-9rq63oGj7VmYEELcfBaGdBnX8n3n1lQqO1ZRVEXuwq7Mi_6s1raeQgISqqoTsdBJro5H4zF-A6aARYGZKccm-VvwiRz9SVTlrz9xDC-Th3C5GVi_q-TzcL2yQ_ftD87G_x35I3iQcCYb9Y7xGHZC-wTu_8I-uA_fJ-_PRtkphjHPaAH_i1mEbN5mCAmzi667Y9P5bRL3Yl3DZuisbBplc6hldPOxW8xXn26XDHEvG-MDoWcRZzH-of9QIY79rN2zK5w27OJqyuhIQxtuGN4-C93ya-uIordbL9nURIZQxL9PYTZ582F8niW1hszxXJKmvbEyFJWvFHfSYtptHefcqaKyjcyVq2uHSP6kcr4kFSsnRVMqrrCD8AJz5Wew13ZteA7M29LKWkljCa2J2jQqEo-Fhps8OD6Ao40Z9V1PyqFjMpMr3Vtdk9V1svoATsnU267EqB0b0EQ6TVCNQMbkrlbB2cBN4U2J4zYOEZaUqsnVAPbJrNuXJIsO4GDjODrN_qUuBCbSmNiV-Yt_P_US7tEA-1LOAeytFuvwCsHNyh7GosBh9O0fU__51w
link.rule.ids 315,786,790,802,870,2115,4043,27956,27957,27958,55109
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB6VcoAeKFAQW1rwgWOzDYmT2MftqtsFdluk7Uq9WX4FVrRJtQ8h-C_818442eV54BbZceRoxplvxvH3AbyhzaFc5i5y3GKCYhNSA3RphA5dYnTIs8LTAefxeT6c8vdX2dUWHG3Ownjvw89nvkuXYS_f1XZFpbJjGURVxD24j3E-ls1prU1FhSQkZFa01ELYf9zr9_EtMAlMEsxNOTaJ38JPYOlvZVX--haHADPYhfF6as1_JV-6q6Xp2u9_sDb-79wfw6MWabJe4xpPYMtXT2HnF_7BPfgx-HjWi04wkDlGW_hf9dxHsypCUBiN6vqWTWY3rbwXq0s2RXdlkyCcQy2960_1fLb8fLNgiHxZHwf4hkechQiIHkSlOPazes8ucOGw0cWE0aGGyl8z7D7z9eJbZYmkt14t2EQHjlBEwM9gOji97A-jVq8hsjwWpGqvjfBJ5jLJrTCYeBvLObcyyUwpYmmLwiKWf5tZl5KOlRV5mUou8Ybc5ZgtP4ftqq78C2DOpEYUUmhDeC0vdCkD9ZgvuY695R04WptR3Ta0HCqkM7FUjdUVWV21Vu_ACZl6cytxaocGNJFql6hCKKNjW0hvjec6cTrFeWuLGEsIWcayA3tk1s1DWot24GDtOKpd_wuV5JhKY2qXxvv_HvUaHgwvxyM1enf-4SU8pMk2hZ0D2F7OV_4Qoc7SvAoefge7Ivw4
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=FPGA-Based+Hardware-in-the-Loop+Simulation+of+User+Selection+Algorithms+for+Cooperative+Transmission+Technology+Over+LOS+Channel+on+Geosynchronous+Satellites&rft.jtitle=IEEE+access&rft.au=Yu%2C+Le&rft.au=Zhang%2C+Shiwei&rft.au=Wu%2C+Nansong&rft.au=Yu%2C+Chongchong&rft.date=2022&rft.pub=IEEE&rft.eissn=2169-3536&rft.volume=10&rft.spage=6071&rft.epage=6083&rft_id=info:doi/10.1109%2FACCESS.2022.3141098&rft.externalDocID=9673728
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2169-3536&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2169-3536&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2169-3536&client=summon