Smart Grid and Internet of Things: 5th EAI International Conference, SGIoT 2021, Virtual Event, December 18-19, 2021, Proceedings

170 Pages·2022·17.482 MB·English

by  Yi-Bing Lin, Der-Jiunn Deng, Chao-Tung Yang

Yi-Bing Lin
Der-Jiunn Deng
Chao-Tung Yang (Eds.)
447
Smart Grid and
Internet of Things
5th EAI International Conference, SGIoT 2021
Virtual Event, December 18–19, 2021
Proceedings
123
Lecture Notes of the Institute
for Computer Sciences, Social Informatics
and Telecommunications Engineering 447
EditorialBoardMembers
OzgurAkan
MiddleEastTechnicalUniversity,Ankara,Turkey
PaoloBellavista
UniversityofBologna,Bologna,Italy
JiannongCao
HongKongPolytechnicUniversity,HongKong,China
GeoffreyCoulson
LancasterUniversity,Lancaster,UK
FalkoDressler
UniversityofErlangen,Erlangen,Germany
DomenicoFerrari
UniversitàCattolicaPiacenza,Piacenza,Italy
MarioGerla
UCLA,LosAngeles,USA
HisashiKobayashi
PrincetonUniversity,Princeton,USA
SergioPalazzo
UniversityofCatania,Catania,Italy
SartajSahni
UniversityofFlorida,Gainesville,USA
XueminShen
UniversityofWaterloo,Waterloo,Canada
MirceaStan
UniversityofVirginia,Charlottesville,USA
XiaohuaJia
CityUniversityofHongKong,Kowloon,HongKong
AlbertY.Zomaya
UniversityofSydney,Sydney,Australia
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/8197
· ·
Yi-Bing Lin Der-Jiunn Deng
Chao-Tung Yang (Eds.)
Smart Grid and
Internet of Things
5th EAI International Conference, SGIoT 2021
Virtual Event, December 18–19, 2021
Proceedings
Editors
Yi-BingLin Der-JiunnDeng
DepartmentofComputerScience DepartmentofComputerScience
NationalChiaoTungUniversity andInformation
Hsinchu,Taiwan NationalChanghuaUniversityofEducation
ChanghuaCity,Taiwan
Chao-TungYang
DepartmentofComputerScience
TunghaiUniversity
Taichung,Taiwan
ISSN 1867-8211 ISSN 1867-822X (electronic)
LectureNotesoftheInstituteforComputerSciences,SocialInformatics
andTelecommunicationsEngineering
ISBN 978-3-031-20397-8 ISBN 978-3-031-20398-5 (eBook)
https://doi.org/10.1007/978-3-031-20398-5
©ICSTInstituteforComputerSciences,SocialInformaticsandTelecommunicationsEngineering2022
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Preface
Wearedelightedtointroducetheproceedingsofthe5theditionoftheEuropeanAlliance
for Innovation (EAI) International Conference on Smart Grid and Internet of Things
(SGIOT 2021), which took place at Windsor Hotel, Taichung, during December 18–
19, 2021. This conference provided an opportunity for researchers, developers, and
practitionersfromaroundtheworldtoconnectanddiscussrecentfindingsintheareaof
theemergingsmartgridandInternetofThings.ThetechnicalprogramofSGIOT2021
consistedof13fullpapersinoralpresentationsessionsatthemainconferencetracks.
Thesetechnicalpaperscoverabroadrangeoftopicsinwirelesssensor,vehicularad
hocnetworks,security,deeplearning,andbigdata.Asidefromthehigh-qualitytechni-
calpaperpresentations,thetechnicalprogramalsofeaturedthreekeynotespeeches.The
firstkeynotespeechwasentitled“Real-TimeMulti-RobotTaskAssignmentinaWire-
lessNetworkedSmartFactory,”byKwang-ChengChen,fromtheUniversityofSouth
Florida, USA. The second keynote speech was entitled “Federated Learning through
NOMAbasedgradientcompressionandthroughovertheaircomputation,”byRoseHu,
fromUtahStateUniversity.Thelastkeynotespeechwasentitled“Background,motiva-
tion,andperformanceoffree5GC,”byJyh-ChengChenfromtheNationalYangMing
ChiaoTungUniversity,Taiwan.
Coordinationwiththesteeringchair,ImrichChlamtac,wasessentialforthesuccess
oftheconference.Wesincerelyappreciatehisconstantsupportandguidance.Itwasalso
agreatpleasuretoworkwithsuchanexcellentorganizingcommitteeteamfortheirhard
workinorganizingandsupportingtheconference.Inparticular,theTechnicalProgram
Committee, who completed the peer-review process for technical papers and helped
to put together a high-quality technical program. We are also grateful to Conference
ManagerCarlosValienteforhissupportandalltheauthorswhosubmittedtheirpapers
totheSGIOT2021conference.
Yi-BingLin
Der-JiunnDeng
Chao-TungYang
Chun-ChengLin
Rung-ShiangCheng
Organization
SteeringCommittee
ImrichChlamtac UniversityofTrento,Italy
Al-SakibKhanPathan IndependentUniversity,Bangladesh
Der-JiunnDeng NationalChanghuaUniversityofEducation,
Taiwan
OrganizingCommittee
HonoraryChair
Pao-TaoChen OverseasChineseUniversity,Taiwan
GeneralChair
Yi-BingLin NationalYangMingChiaoTungUniversity,
Taiwan
GeneralCo-chairs
Der-JiunnDeng NationalChanghuaUniversityofEducation,
Taiwan
Chao-TungYang TunghaiUniversity,Taiwan
TechnicalProgramCommitteeChairandCo-chairs
Chun-ChengLin NationalYangMingChiaoTungUniversity,
Taiwan
Rung-ShiangCheng OverseasChineseUniversity,Taiwan
SponsorshipandExhibitChair
HuiHsinChin OverseasChineseUniversity,Taiwan
LocalChair
Rung-ShiangCheng OverseasChineseUniversity,Taiwan
viii Organization
WorkshopsChair
Shao-YuLien NationalChungChengUniversity,Taiwan
PublicityandSocialMediaChair
Jen-EnHuang OverseasChineseUniversity,Taiwan
PublicationsChair
Yu-LiangLiu OverseasChineseUniversity,Taiwan
WebChair
Chien-LiangChen OverseasChineseUniversity,Taiwan
TechnicalProgramCommittee
Chun-ChengLin NationalYangMingChiaoTungUniversity,
Taiwan
Rung-ShiangCheng OverseasChineseUniversity,Taiwan
Chien-LiangChen OverseasChineseUniversity,Taiwan
Yu-LiangLiu OverseasChineseUniversity,Taiwan
ChangLi-Wei OverseasChineseUniversity,Taiwan
Hung-ChangChan OverseasChineseUniversity,Taiwan
Jen-EnHuang OverseasChineseUniversity,Taiwan
HuiHsinChin OverseasChineseUniversity,Taiwan
Contents
ApplicationsonInternetofThings
IntellectualPropertyProtectionofZhuangNationalityFuneralCulture
onInternetofThings ................................................... 3
MinTingQin,YingHuang,YongMingChen,DeYingWei,ZiYiWu,
andXiuWenYe
ChinaIoTUBICarInsuranceRegulatoryDevelopmentTrend ............... 13
XiuWenYe,YingHuang,MinTingQin,andXiaoYingHuang
Constructing a Violence Recognition Technique for Elderly Patients
withLowerLimbDisability ............................................. 24
Lun-PingHung,Chih-WeiYang,Li-HuiLee,andChien-LiangChen
Aquaculture Monitoring Systems Based on Lightweight Kubernetes
andRancher .......................................................... 38
HalimFathoni,Chao-TungYang,Chin-YinHuang,Chien-YiChen,
andTí-Fe¯ngHsieh
DesignandImplementationofWaterMonitoringUsingLoRaandNB-IoT .... 46
EndahKristiani,Chien-YiChen,Chao-TungYang,andTi-FengHsieh
InterWorkingFunctionforMissionCriticalPushtoTalkServices ............ 53
Chih-ChengTseng, Shao-YuLien, Chuan-XianZhuang,
Fang-ChangKuo,andHwang-ChengWang
CommunicationSecurity,BigData,NeuralNetworksandMachine
Learning
Lightweight Privacy-Preserving Data Aggregation Scheme Based
onEllipticCurveCryptographyforSmartGridCommunications ............. 71
ThokozaniFelixVallent,DamienHanyurwimfura,JayavelKayalvizhi,
HyunsungKim,andChomoraMikeka
Design and Implementation of Distributed Image Recognition App
withFederalLearningTechniques ....................................... 98
Yu-WeiChan,Bo-YouWu,Yi-MingHuang,andChao-TungYang
ImprovingVisionClarityandObjectDetectionAccuracyinHeavyRain
BaseonNeuralNetwork ................................................ 111
ChiHanChen,ChienHungWu,ChengJunWu,andRungShiangCheng
x Contents
An Enhanced Location-Data Differential Privacy Protection Method
BasedonFilter ........................................................ 117
ShashaZhang,HaiyanKang,andDongYu
Big Data Grave Register Information Management System Outside
CemeteriesUnderInternetofThings ..................................... 128
XiuWenYe,YuanYuanPan,YuYanPeng,GuiQingTan,andGinQingTan
Critical Feature Selection and Machine Learning-based Models
forMonofacialandBifacialPhotovoltaics ................................. 138
AnsariAadilShahzad, PrajowalManandhar, O.A.Qureshi,
AhmerA.B.Baloch, EdwinRodriguez-Ubinas, VivianAlberts,
andSgourisSgouridis
StudyontheDiscoveryofPersonalInformationontheNetworkofPeople
DiagnosedwithCOVID-19 ............................................. 151
ChengYongLiu, XinYangPan, HongXiangWang, DanNiLing,
andXiangTan
AuthorIndex ......................................................... 163