Smart Grid and Internet of Things: 5th EAI International Conference, SGIoT 2021, Virtual Event, December 18-19, 2021, Proceedings PDF
Preview Smart Grid and Internet of Things: 5th EAI International Conference, SGIoT 2021, Virtual Event, December 18-19, 2021, Proceedings
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 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland 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
The list of books you might like
