2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City: Volume 2 (Lecture Notes on Data Engineering and Communications Technologies, 103)

1157 Pages·2021·21.073 MB·English

by  Mohammed Atiquzzaman (editor), Neil Yen (editor), Zheng Xu (editor)

Lecture Notes on Data Engineering
and Communications Technologies 103
Mohammed Atiquzzaman
Neil Yen
Zheng Xu   Editors
2021 International
Conference on Big
Data Analytics
for Cyber-Physical
System in Smart
City
Lecture Notes on Data Engineering
and Communications Technologies
Volume 103
SeriesEditor
FatosXhafa,TechnicalUniversityofCatalonia,Barcelona,Spain
Theaimofthebookseriesistopresentcuttingedgeengineeringapproachestodata
technologiesandcommunications.Itwillpublishlatestadvancesontheengineering
taskofbuildinganddeployingdistributed,scalableandreliabledatainfrastructures
andcommunicationsystems.
The series will have a prominent applied focus on data technologies and
communications with aim to promote the bridging from fundamental research on
data science and networking to data engineering and communications that lead to
industryproducts,businessknowledgeandstandardisation.
IndexedbySCOPUS,INSPEC,EICompendex.
AllbookspublishedintheseriesaresubmittedforconsiderationinWebofScience.
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/15362
· ·
Mohammed Atiquzzaman Neil Yen Zheng Xu
Editors
2021 International
Conference on Big Data
Analytics for Cyber-Physical
System in Smart City
Volume 2
Editors
MohammedAtiquzzaman NeilYen
SchoolofComputerScience UniversityofAizu
UniversityofOklahoma Aizuwakamatsu,Japan
Norman,OK,USA
ZhengXu
ShanghaiPolytechnicUniversity
Shanghai,China
ISSN2367-4512 ISSN2367-4520 (electronic)
LectureNotesonDataEngineeringandCommunicationsTechnologies
ISBN978-981-16-7468-6 ISBN978-981-16-7469-3 (eBook)
https://doi.org/10.1007/978-981-16-7469-3
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature
SingaporePteLtd.2022
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Organization
GeneralChair
ShaorongSun,UniversityofShanghaiforScienceandTechnology,China
ProgramCommitteeChairs
MohammedAtiquzzaman,UniversityofOklahoma,USA
ZhengXu,ShanghaiPolytechnicUniversity,China
NeilYen,UniversityofAizu,Japan
PublicationChairs
DeepakKumarJain,ChongqingUniversityofPostsandTelecommunications,China
RanranLiu,TheUniversityofManchester
XinzhiWang,ShanghaiUniversity,China
PublicityChairs
JunyuXuan,UniversityofTechnologySydney,Australia
VijayanSugumaran,OaklandUniversity,USA
Yu-WeiChan,ProvidenceUniversity,Taiwan,China
v
vi Organization
LocalOrganizingChairs
JinghuaZhao,UniversityofShanghaiforScienceandTechnology,China
YanSun,ShanghaiUniversity,China
ProgramCommitteeMembers
WilliamBradleyGlisson,UniversityofSouthAlabama,USA
GeorgeGrispos,UniversityofLimerick,Ireland
AbdullahAzfar,KPMGSydney,Australia
AnielloCastiglione,UniversitàdiSalerno,Italy
WeiWang,TheUniversityofTexasatSanAntonio,USA
NeilYen,UniversityofAizu,Japan
MengYu,TheUniversityofTexasatSanAntonio,USA
ShunxiangZhang,AnhuiUniversityofScienceandTechnology,China
GuangliZhu,AnhuiUniversityofScienceandTechnology,China
TaoLiao,AnhuiUniversityofScienceandTechnology,China
XiaoboYin,AnhuiUniversityofScienceandTechnology,China
XiangfengLuo,ShanghaiUniversity,China
XiaoWei,ShanghaiUniversity,China
HuanDu,ShanghaiUniversity,China
ZhiguoYan,FudanUniversity,China
RickChurch,UCSantaBarbara,USA
TomCova,UniversityofUtah,USA
SusanCutter,UniversityofSouthCarolina,USA
ZhimingDing,BeijingUniversityofTechnology,China
YongGe,UniversityofNorthCarolinaatCharlotte,USA
T.V.Geetha,AnnaUniversity,India
Danhuai Guo, Computer Network Information Center, Chinese Academy of
Sciences,China
JianpingFang,UniversityofNorthCarolinaatCharlotte,USA
JianhuiLi,ComputerNetworkInformationCenter,ChineseAcademyofSciences,
China
YiLiu,TsinghuaUniversity,China
KuienLiu,PivotalInc,USA
FengLu,InstituteofGeographicScienceandNaturalResourcesResearch,Chinese
AcademyofSciences,China
RicardoJ.SoaresMagalhaes,UniversityofQueensland,Australia
D.Manjula,AnnaUniversity,India
AlanMurray,DrexelUniversity,USA
S.Murugan,SathyabamaInstituteofScienceandTechnology,India
YasuhideOkuyama,UniversityofKitakyushu,Japan
Organization vii
S.Padmavathi,AmritaUniversity,India
LathaParameswaran,AmritaUniversity,India
S.Suresh,SRMUniversity,India
WeiXu,RenminUniversityofChina
ChaoweiPhilYang,GeorgeMasonUniversity,USA
EnwuYin,ChinaCDC,USA
HengshuZhu,BaiduInc.,China
MorshedChowdhury,DeakinUniversity,Australia
MinHu,ShanghaiUniversity,China
GangLuo,ShanghaiUniversity,China
JuanChen,ShanghaiUniversity,China
QigangLiu,ShanghaiUniversity,China
Preface
Withtherapiddevelopmentofbigdataandcurrentpopularinformationtechnology,
theproblemsincludehowtoefficientlyusesystemstogenerateallthedifferentkinds
ofnewnetworkintelligenceandhowtodynamicallycollecturbaninformation.Inthis
context,InternetofThingsandpowerfulcomputerscansimulateurbanoperations
whileoperatingwithreasonablesafetyregulations.However,achievingsustainable
developmentforanewurbangenerationcurrentlyrequiresmajorbreakthroughsto
solveaseriesofpracticalproblemsfacingcities.
Asmartcityinvolveswideuseofinformationtechnologyformultidimensional
aggregation. The development of smart cities is a new concept. Using Internet of
ThingstechnologyontheInternet,networking,andotheradvancedtechnology,all
typesofcitieswilluseintelligentsensorplacementtocreateobject-linkedinforma-
tionintegration.Then,usingintelligentanalysistointegratethecollectedinformation
alongwiththeInternetandothernetworking,thesystemcanprovideanalysesthat
meetthedemandforintelligentcommunicationsanddecisionsupport.Thisconcept
representsthewaysmartcitieswillthink.
Cyber-Physical System (CPS) as a multidimensional and complex system is a
comprehensivecalculation,networkandphysicalenvironment.Throughthecombi-
nationofcomputingtechnology,communicationtechnology,andcontroltechnology,
thecloseintegrationoftheinformationworldandthephysicalworldisrealized.IoT
isnotonlycloselyrelatedtopeople’slifeandsocialdevelopment,butalsohasawide
application in military affairs, including aerospace, military reconnaissance, intel-
ligence grid system, intelligent transportation, intelligent medical, environmental
monitoring, industrial control, etc. Intelligent medical system as a typical applica-
tionofIoTwillbeusedasanodeofmedicalequipmenttoprovidereal-time,safe,and
reliablemedicalservicesforpeopleinwiredorwirelessway.Intheintelligenttrans-
portationsystem,road,bridge,intersection,trafficsignal,andotherkeyinformation
willbemonitoredinrealtime.Thevastamountofinformationisanalyzed,released,
andcalculatedbythesystem,sothattheroadvehicles canshareroadinformation
inrealtime.Personnelofroadmanagementcanobserveandmonitorthereal-time
situationofthekeysectionsinthesystemandevenreleasetheinformationtoguide
the vehicle so as to improve the existing urban traffic conditions. The Internet of
ix
x Preface
Things,whichhasbeenwidelyusedintheindustry,isasimpleapplicationofIoT.It
canrealizethefunctionofobjectidentification,positioning,andmonitoringthrough
theaccesstothenetwork.
BDCPS2021isheldonlineatNovember27,2021,whichisdedicatedtoaddress
the challenges in the areas of CPS, thereby presenting a consolidated view to the
interested researchers in the related fields. The conference looks for significant
contributionsonCPSintheoreticalandpracticalaspects.
Each paper was reviewed by at least two independent experts. The conference
wouldnothavebeenarealitywithoutthecontributionsoftheauthors.Wesincerely
thankalltheauthorsfortheirvaluablecontributions.Wewouldliketoexpressour
appreciationtoallthemembersoftheProgramCommitteefortheirvaluableefforts
inthereviewprocessthathelpedustoguaranteethehighestqualityoftheselected
papersfortheconference.
WewouldliketoacknowledgetheGeneralChairs,PublicationChairs,Organizing
Chairs,ProgramCommitteeMembers,andallvolunteers.
OurspecialthanksareduealsototheeditorsofSpringerbookseriesLectureNotes
onDataEngineeringandCommunicationsTechnologiesandeditorsRameshNath
Premnath and Karthik Raj Selvaraj for their assistance throughout the publication
process.
Norman,USA MohammedAtiquzzaman
Aizuwakamatsu,Japan NeilYen
Shanghai,China ZhengXu