Advances in Electrical and Computer Technologies: Select Proceedings of ICAECT 2021

1100 Pages·2022·32.296 MB·English

by  Thangaprakash Sengodan, M. Murugappan, Sanjay Misra

Lecture Notes in Electrical Engineering
Volume 881
SeriesEditors
LeopoldoAngrisani,DepartmentofElectricalandInformationTechnologiesEngineering,UniversityofNapoli
FedericoII,Naples,Italy
MarcoArteaga,DepartamentdeControlyRobótica,UniversidadNacionalAutónomadeMéxico,Coyoacán,
Mexico
BijayaKetanPanigrahi,ElectricalEngineering,IndianInstituteofTechnologyDelhi,NewDelhi,Delhi,India
SamarjitChakraborty,FakultätfürElektrotechnikundInformationstechnik,TUMünchen,Munich,Germany
JimingChen,ZhejiangUniversity,Hangzhou,Zhejiang,China
ShanbenChen,MaterialsScienceandEngineering,ShanghaiJiaoTongUniversity,Shanghai,China
TanKayChen,DepartmentofElectricalandComputerEngineering,NationalUniversityofSingapore,
Singapore,Singapore
RüdigerDillmann,HumanoidsandIntelligentSystemsLaboratory,KarlsruheInstituteforTechnology,
Karlsruhe,Germany
HaibinDuan,BeijingUniversityofAeronauticsandAstronautics,Beijing,China
GianluigiFerrari,UniversitàdiParma,Parma,Italy
ManuelFerre,CentreforAutomationandRoboticsCAR(UPM-CSIC),UniversidadPolitécnicadeMadrid,
Madrid,Spain
SandraHirche,DepartmentofElectricalEngineeringandInformationScience,TechnischeUniversität
München,Munich,Germany
FaryarJabbari,DepartmentofMechanicalandAerospaceEngineering,UniversityofCalifornia,Irvine,CA,
USA
LiminJia,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland
AlaaKhamis,GermanUniversityinEgyptElTagamoaElKhames,NewCairoCity,Egypt
TorstenKroeger,StanfordUniversity,Stanford,CA,USA
YongLi,HunanUniversity,Changsha,Hunan,China
QilianLiang,DepartmentofElectricalEngineering,UniversityofTexasatArlington,Arlington,TX,USA
FerranMartín,Departamentd’EnginyeriaElectrònica,UniversitatAutònomadeBarcelona,Bellaterra,
Barcelona,Spain
TanCherMing,CollegeofEngineering,NanyangTechnologicalUniversity,Singapore,Singapore
WolfgangMinker,InstituteofInformationTechnology,UniversityofUlm,Ulm,Germany
PradeepMisra,DepartmentofElectricalEngineering,WrightStateUniversity,Dayton,OH,USA
SebastianMöller,QualityandUsabilityLaboratory,TUBerlin,Berlin,Germany
SubhasMukhopadhyay,SchoolofEngineering&AdvancedTechnology,MasseyUniversity,
PalmerstonNorth,Manawatu-Wanganui,NewZealand
Cun-ZhengNing,ElectricalEngineering,ArizonaStateUniversity,Tempe,AZ,USA
ToyoakiNishida,GraduateSchoolofInformatics,KyotoUniversity,Kyoto,Japan
FedericaPascucci,DipartimentodiIngegneria,UniversitàdegliStudi“RomaTre”,Rome,Italy
YongQin,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
GanWoonSeng,SchoolofElectrical&ElectronicEngineering,NanyangTechnologicalUniversity,
Singapore,Singapore
JoachimSpeidel,InstituteofTelecommunications,UniversitätStuttgart,Stuttgart,Germany
GermanoVeiga,CampusdaFEUP,INESCPorto,Porto,Portugal
HaitaoWu,AcademyofOpto-electronics,ChineseAcademyofSciences,Beijing,China
WalterZamboni,DIEM-UniversitàdeglistudidiSalerno,Fisciano,Salerno,Italy
JunjieJamesZhang,Charlotte,NC,USA
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· ·
Thangaprakash Sengodan M. Murugappan
Sanjay Misra
Editors
Advances in Electrical
and Computer Technologies
Select Proceedings of ICAECT 2021
Editors
ThangaprakashSengodan M.Murugappan
DepartmentofElectricalandElectronics DepartmentofElectronics
Engineering andCommunicationEngineering
SVSCollegeofEngineering KuwaitCollegeofScienceandTechnology
Coimbatore,India Safat,Kuwait
SanjayMisra
DepartmentofComputerandInformation
Sciences
CovenantUniversity
Ota,Nigeria
ISSN 1876-1100 ISSN 1876-1119 (electronic)
LectureNotesinElectricalEngineering
ISBN 978-981-19-1110-1 ISBN 978-981-19-1111-8 (eBook)
https://doi.org/10.1007/978-981-19-1111-8
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature
SingaporePteLtd.2022
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Contents
Towards Area-Delay Efficient Reverse Conversion
ofHigher-RadixSigned-DigitNumberSystems ...................... 1
MadhuSudanChakraborty, GantiSreelakshmi,
AnirbanChakraborty,SandipKumarSao,andDulalChandraSahana
MultilayerPerceptronModeandANNtoAssesstheEconomic
ImpactandHumanHealthDuetoAlcoholismandItsEffect
inRuralAreas ................................................... 13
SendilvelanSubramanian, SujathaKesavan, GeethaSoman,
KanimozhiNatanam, KanyaNataraj, RajeswaryHari,
GomathiKannayiram,andJayalatsumiUmapathy
ANovelApproachtoPredictSuccessofOnlineGamesUsing
RandomForestRegressorforTimeSeriesData ..................... 27
RohitRenneVarghese, D.R.Aiswarya, AthulyaRoy,
VighneshMuraly,andShiniRenjith
OnStrongProperConnectionNumberofSomeInterconnection
Networks ........................................................ 41
I.AnnammalArputhamary,D.Angel,andA.ShenbagaPriya
AVirtualAssistantfortheVisuallyImpaired ....................... 49
AlexRoy,AmalSaji,M.S.Gokul,andSubuSurendran
Automated Ultrasound Ovarian Tumour Segmentation
andClassificationBasedonDeepLearningTechniques .............. 59
K.Srilatha,F.V.Jayasudha,M.Sumathi,andP.Chitra
MagnitudeComparisoninCanonicalSigned-DigitNumber
System .......................................................... 71
MadhuSudanChakraborty
v
vi Contents
Region-Based Random Color Highlighting in ArtisticStyle
TransferUsingCNN .............................................. 81
KatharotiyaKrutarthandManuMadhavan
ANovelEnhancementofVigenereCipherUsingMessageDigest ...... 91
RajalaxmiMishraandJibenduKumarMantri
AMulti-criteriaDecision-MakingApproachtoAnalyzePython
CodeSmells ..................................................... 103
AakanshiGupta,DeepanshuSharma,andKritikaPhulli
The Importance of Validation Metrics in Chaotic Image
Encryption ....................................................... 119
M.Y.MohamedParveesandT.Vijayakumar
Application of Support Vector Machine and Convolutional
Neural Network for Sentence-Level Sentiment Analysis
ofCompaniesProductsReview .................................... 133
OluwatobiNoahAkande,JoyceAyoola,SanjayMisra,RavinAhuja,
AkshatAgrawal,andJonathanOluranti
ApplicationofXGBoostAlgorithmforSalesForecastingUsing
WalmartDataset ................................................. 147
YetundeFaithAkande,JoyceIdowu,AbhavyaMisra,SanjayMisra,
OluwatobiNoahAkande,andRavinAhuja
Comparison of Selected Algorithms on Breast Cancer
Classification ..................................................... 161
OlabiyisiStephenOlatunde, OlalereMofiyinfoluwa,
OluwatobiNoahAkande, SanjayMisra, RavinAhuja,
AkashatAgrawal,andJonathanOluranti
PCA-Based Feature Extraction for Classification of Heart
Disease .......................................................... 173
RoselineOluwaseunOgundokun, SanjayMisra,
JosephBamideleAwotunde,AkshatAgrawal,andRavinAhuja
SoftwareFaultPredictionUsingMachineLearningAlgorithms ....... 185
M.S.Pavana,M.N.Pushpalatha,andA.Parkavi
SecretKeyGeneration:SingleEdge-TriggeredFlip-FlopPUF
forIoTEnvironment .............................................. 199
S.Hemavathy,C.RenjuRaju,AksharaKairali,B.G.HariLavanya,
andV.S.KanchanaBhaaskaran
A Concise Survey on Solving Feature Selection Problems
withMetaheuristicAlgorithms .................................... 207
RamaKrishnaEluriandNagarajuDevarakonda
Contents vii
ASUMOSimulationStudyonVANET-BasedAdaptiveTraffic
LightControlSystem ............................................. 225
MaloseMathiane, ChunlingTu, PiusAdewaleOwola,
andMukatshungClaudeNawej
FINNger:ToEaseMathLearningforChildrenusingHand
GesturesbyApplyingArtificialIntelligence ......................... 239
PallaviMalavath,NagarajuDevarakonda,andZdzislawPolkowski
ControlofRiceBlastPathogensUsingBackPropagationFuzzy
NeuralNetwork .................................................. 257
S.AnitaShanthi,G.Sathiyapriya,andL.DarwinChristdhasHenry
Comparison of Machine Learning Algorithms for Bearing
FailuresClassificationandPrediction .............................. 269
YasserN.Aldeoes,PrasadGhockle,andShilpaY.Sondkar
AParallelizedAlgorithmforFinding3-DMeshIllumination ......... 283
VarunM.Khachane,V.Harshitha,ParthiviKhullar,S.V.Rishikesh,
C.H.ManiKumar,andK.V.Vineetha
AnUsefulSurveyonSupervisedMachineLearningAlgorithms:
ComparisonsandClassifications ................................... 293
B.AbhishekandAmitKumarTyagi
Image Encryption and Decryption Using Chaotic Bimodal
QuadraticMap ................................................... 309
H.SoumyaBabu,K.Gopakumar,andN.Vijayakumar
ANovelMarchXRAlgorithm,Design,andTestArchitecture
forMemories .................................................... 321
I.G.Matri, Aishwaraya, N.Shreya, SarojaV.Siddamal,
andSuneetaV.Budihal
AnalysisofHeterogeneousQueueingModelwithUnreliable
ServerandWorkingVacation ...................................... 331
M.Seenivasan,H.Manikandan,andK.S.Subasri
Performance AnalysisofSingleServerLow-priorityQueue
BasedonElectronicTransmitter ................................... 347
R.RameshandM.Seenivasan
Improved HELBP in Harsh Lightning Variations for Face
Recognition ...................................................... 361
ShekharKaranwal
DeterminationoftheTOEFactorsInfluencingtheAdoption
ofInternetBankingServicesonSMEsinYemen:AModerated
MediationApproach .............................................. 371
NabilHusseinAl-Fahim,RawadAbdulghafor,andSherzodTuraev
viii Contents
Technological and Organizational Factors Influencing
the Internet Banking Use Among SMES in Yemen: The
MediatingRoleofAttitude ........................................ 389
NabilHusseinAl-FahimandRawadAbdulghafor
MarkovianQueueingModelwithServerBreakdown,Single
WorkingVacation,andCatastrophe ................................ 409
M.Seenivasan,V.J.Chakravarthy,andR.Abinaya
Lessening Spectrum Sensing Data Falsification Attack
by Weighted Fuzzy Clustering Means Using Simulation
AnnealinginCognitiveRadioNetworks ............................ 423
L.ThulasimaniandA.HyilsSharonMagdalene
Performance Analysis of Thinning Algorithms
forOffline-HandwrittenDevanagariWords ......................... 437
SukhjinderSinghandNareshKumarGarg
ApplicationofDigitalImageCorrelationTechniquetoStudy
StrainLocalizationinFe–Ni–WAlloy .............................. 455
KavitaTewariandRameshKulkani
DesignandConstructionofAnalogueSignalProcessingSystem
forDistributedFibreOpticSensors ................................ 469
KadambariSharma,J.M.Nair,andP.P.Vaidya
Design of Versatile Reconfigurable ADC for Wide Range
ofResolutionandConversionTime ................................ 483
JayamalaAdsul,P.P.Vaidya,andJ.M.Nair
Mini Interconnect IC Protocol and Camera Command Set
ControllerforCameraCommunicationinMobilePhones ............ 505
UtsavMalviya,GopalKumar,ChampalalLalani,SampadBarik,
andP.S.Shrivastava
Automatic Estimation of Multiplicity in Partial Discharge
SourcesUsingMachineLearningTechniques ....................... 519
LekshmiKaimalandRameshKulkarni
ComparisonofEncryptionTechniquestoEncryptPrivateParts
ofanImage ...................................................... 535
NishaP.Shetty, BalachandraMuniyal, RithishReddyKaithi,
andSarathChandraReddyYemma
SpeakerIdentificationUsingMultipleFeaturesandModels .......... 559
A.Revathi,G.Gayathri,andC.Jeyalakshmi
PerformanceAnalysisonFlexibleModifiedKochFractalPatch
AntennaforWearableHealthcareApplication ...................... 575
K.A.MalarandR.S.Ganesh
Contents ix
IntelligentICHDetectionUsingK-NearestNeighbourhood,
SupportVectorMachine,andaPCAEnhancedConvolutional
NeuralNetwork .................................................. 585
ShanuNizarudeenandGaneshR.Shunmugavel
Feature Selection and Diagnosis Performance Evaluation
ofBreastCancer ................................................. 597
AnuBabuandS.AlbertJerome
Grading and Classification of Retinal Images for Detecting
DiabeticRetinopathyUsingConvolutionalNeuralNetwork .......... 607
NeethaMerinThomasandS.AlbertJerome
EnsuredConfigurationSecurityofFPGAsagainstCADAttacks ...... 615
DaliyaA.JohnandM.NirmalaDevi
ConfigurationSecurityofFPGAinIoTUsingLogicResource
Protection ....................................................... 625
S.MeenakshiandM.NirmalaDevi
ANovelConstructionofMultibandCompactMicrostripPatch
AntennaandItsApplicationsinWiMAX,HiPERLAN ............... 635
PritamSinghaRoyandMoumitaGuha
IntegratedSmartAlertSystemforIndustrialApplicationsusing
TransceiverModuleAnalysis ...................................... 647
VaithiyanathanDhandapani, JoelJacobThomas,
andY.DurgaSravanthi
Analyzing Beamforming for Secure Transmission
ofMIMO-NOMA-BasedCRNusingPowerAllocationBased
onSecond-OrderPerturbation ..................................... 665
L.ThulasimaniandA.HylisSharonMagdalene
A High Merit Factor Preamble Sequence for Better
SynchronizationinWiMAX ....................................... 683
SumaSekhar,SakuntalaS.Pillai,andS.Santhoshkumar
DeepLearningTechnique-BasedPulmonaryEmbolism(PE)
Diagnosis ........................................................ 695
S.Vijayachitra,K.Prabhu,M.Abarana,A.Deepa,andL.LogaPriya
AnalysisofDaubechies2WaveletinWPMSystemforAdhoc
Network ......................................................... 703
M.B.ChakoleandS.S.Dorle
AdiabaticMultiplexerandDelayFlip-Flop ......................... 715
Y.SyamalaandK.Srilakshmi
x Contents
A MobileNet-V2 COVID-19: Multi-class Classification
oftheCOVID-19byUsingCT/CXRImages ......................... 727
N.MahendranandS.Kavitha
ANovelMethodtoImprovetheResolutionofFLASHADC
forHigh-ResolutionandHigh-SpeedApplications ................... 739
AsmaParveenI.Siddavatam,J.M.Nair,andP.P.Vaidya
FPGAImplementationofRadix-2PipelinedFFTAlgorithm
forHigh-throughputApplications .................................. 753
RajasekharTuraka, S.RaviChand, TavanamVenkataRao,
andV.KumaraSwamy
DesignofHighSpeedApproximateCarrySelectAddersUsing
RCPFA .......................................................... 761
T.Phaneendra,A.Anitha,andRajasekharTuraka
Data Driven Approach to Achieve Coordinated Charging
AmongElectricVehicles .......................................... 771
VenkataNikithaMachineni, KoradaSriVardhana,
andVaithiyanathanDhandapani
A 4-element Dual Band MIMO Antenna with L-Shaped
DecouplingStubfor5GApplications ............................... 781
R.Seetharaman, B.VarshaPoorani, KavyaSanthaKumar,
M.Tharun,S.S.SreejaMole,andK.Anandan
AnEfficientHybridGeneticAlgorithmandWhaleOptimization
Algorithm for Benefit Maximization of Optimal Sitting
andSizingProblemofDGinDistributionSystems ................... 791
K.BanumalarandB.V.Manikandan
The Tensor of Conductivity with the External
Fields in Rectangular Quantum Wire for the Case
ofElectrons—AcousticPhononScattering .......................... 807
HoangVanNgoc
AnImplementationofHybridCNN-LSTMModelforHuman
ActivityRecognition .............................................. 813
KollaSaiKrishnaandSurekhaPaneerselvam
SlidingModeControl-BasedStandaloneWindEnergySystem ........ 827
R.M.MeenakshiandK.Selvi
InstantaneousPowerEstimationAlgorithminHybridPower
FilterforPowerQualityImprovement .............................. 839
S.SindhuandM.R.Sindhu