Advances in Cognitive Science and Communications: Selected Articles from the 5th International Conference on Communications and Cyber-Physical Engineering (ICCCE 2022), Hyderabad, India

1175 Pages·2023·33.848 MB·English

by  Amit Kumar, Stefan Mozar, Jan Haase

Cognitive Science and Technology
Amit Kumar
Stefan Mozar
Jan Haase   Editors
Advances
in Cognitive
Science and
Communications
Selected Articles from the
5th International Conference on
Communications and Cyber-Physical
Engineering (ICCCE 2022), Hyderabad,
India
Cognitive Science and Technology
SeriesEditors
DavidM.W.Powers,CollegeofScienceandEngineering,FlindersUniversityat
Tonsley,Tonsley,SA,Australia
RichardLeibbrandt,CollegeofScienceandEngineering,FlindersUniversityat
Tonsley,Tonsley,SA,Australia
This series aims to publish work at the intersection of Computational Intelligence
and Cognitive Science that is truly interdisciplinary and meets the standards and
conventions of each of the component disciplines, whilst having the flexibility to
explore new methodologies and paradigms. Artificial Intelligence was originally
founded by Computer Scientists and Psychologists, and tends to have stagnated
with a symbolic focus. Computational Intelligence broke away from AI to
explore controversial metaphors ranging from neural models and fuzzy models,
to evolutionary models and physical models, but tends to stay at the level of
metaphor.CognitiveScienceformedastheabilitytomodeltheorieswithComputers
provided a unifying mechanism for the formalisation and testing of theories from
linguistics,psychology and philosophy, but the disciplinarybackgrounds of single
discipline Cognitive Scientists tends to keep this mechanism at the level of a
loosemetaphor.UserCentricSystemsandHumanFactorssimilarlyshouldinform
the development of physical or information systems, but too often remain in the
focal domains of sociology and psychology, with the engineers and technologists
lackingthehumanfactorsskills,andthesocialscientistslackingthetechnological
skills.Thekeyfeatureisthatvolumesmustconformtothestandardsofbothhard
(Computing & Engineering) and social/health sciences (Linguistics, Psychology,
Neurology,Philosophy,etc.).Allvolumeswillbereviewedbyexpertswithformal
qualifications on both sides of this divide (and an understanding of and history of
collaborationacrosstheinterdisciplinarynexus).
IndexedbySCOPUS
· ·
Amit Kumar Stefan Mozar Jan Haase
Editors
Advances in Cognitive
Science and Communications
Selected Articles from the 5th International
Conference on Communications
and Cyber-Physical Engineering (ICCCE
2022), Hyderabad, India
Editors
AmitKumar StefanMozar
BioaxisDNAResearchCentrePrivateLtd. Glenwood,NSW,Australia
Hyderabad,Telangana,India
JanHaase
NordakademieUniversityofApplied
Sciences
Elmshorn,Schleswig-Holstein,Germany
ISSN 2195-3988 ISSN 2195-3996 (electronic)
CognitiveScienceandTechnology
ISBN 978-981-19-8085-5 ISBN 978-981-19-8086-2 (eBook)
https://doi.org/10.1007/978-981-19-8086-2
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature
SingaporePteLtd.2023
Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether
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doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant
protectivelawsandregulationsandthereforefreeforgeneraluse.
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Singapore
Contents
A Methodology for Selecting Smart Contract
inBlockchain-BasedApplications .................................. 1
RohailaNaazandAshendraKumarSaxena
Deep Learning Neural Networks for Detection of Onset
LeukemiafromMicroscopicImages ................................ 11
K.Sujatha,N.P.G.Bhavani,V.Srividhya,B.Latha,M.Sujitha,
U.Jayalatsumi, T.Kavitha, A.Ganesan, A.Kalaivani,
B.RengammalSankari,andSu-QunCao
Designof4×4ButlerMatrixfor5GHighBandof26GHz .......... 21
P.Manjunath,DhruvSharma,andP.Shanthi
PedestrianandVehicleDetectionforVisuallyImpairedPeople ........ 37
ShripadBhatlawande, ShaunakDhande, DhavanitGupta,
JyotiMadake,andSwatiShilaskar
MeasuringEffectivenessofCSRActivitiestoReinforceBrand
EquitybyUsingGraph-BasedAnalytics ............................ 53
KrishnaKumarSinghandAparajitaDasguptaAmist
DesignandImplementationofBuilt-InSelf-Test(BIST)Master
SlaveCommunicationUsingI2CProtocol .......................... 65
CH.Nagaraju, P.L.Mounika, K.Rohini, T.NagaYaswanth,
andA.MaheswarReddy
ImplementationofFiniteElementMethodinOperaSoftware
forDesignandAnalysisofHigh-VoltageBusbarSupports ............ 75
O.Hemakesavulu,M.PadmaLalitha,andN.SivaramiReddy
InterCloud:Utility-OrientedFederationofCloudComputing
EnvironmentsThroughDifferentApplicationServices ............... 83
RajeshTiwari,RajeevShrivastava,SantoshKumarVishwakarma,
SanjayKumarSuman,andSheoKumar
v
vi Contents
Cross-CulturalTranslationStudiesintheContextofArtificial
Intelligence:ChallengesandStrategies ............................. 91
RajeevShrivastava,MallikaJain,SantoshKumarVishwakarma,
L.Bhagyalakshmi,andRajeshTiwari
DesignofLow-PowerOTAforBio-medicalApplications ............. 99
R.MaheshKumar, C.JayaSree, G.RamaKrishnaReddy,
P.NaveenKumarReddy,andT.BharatKumar
AnalysisoftheEfficiencyofParallelPrefixAdders .................. 105
S.FayazBegum, M.KavyaSree, S.Amzadhali,
J.VenkataSaiSushma,andS.SaiKumar
DesignofEfficient8-BitFixedTreeAdder .......................... 119
K.Riyazuddin, D.Bhavana, C.Chamundeswari, M.S.Firoz,
andA.LeelaSainathGoud
DesignofTFlip-FlopBasedonQCATechnology .................... 127
SudhakiranGunda, LakshmiPriyaMukkamalla,
VenkateswarluEpuri, PavaniPureti,
RamaSubbaSrinivasuluBathina,andSunilkumarBodduboina
Efficient Image Watermarking Using Particle Swarm
OptimizationandConvolutionalNeuralNetwork .................... 135
ManishRai,SachinGoyal,andMaheshPawar
AReviewonVariousCloud-BasedElectronicHealthRecord
MaintenanceSystemforCOVID-19Patients ........................ 151
D.PalanivelRajan, C.N.Ravi, DesaUmaVishweshwar,
andEdemSureshbabu
ContourletTransformedImageFusionBasedonFocusedPixels ...... 161
M.RaviKishore, K.Madhuri, D.V.Sravanthi,
D.HemanthKumarReddy,C.Sudheer,andG.Susmitha
DesignofEfficientHigh-SpeedLow-PowerConsumptionVLSI
ArchitectureforThree-OperandBinaryAdders ..................... 169
K.NaveenKumarRaju, K.Sudha, G.Sumanth,
N.VenuBhargavReddy,andB.Sreelakshmi
DLCNNModelwithMulti-exposureFusionforUnderwater
ImageEnhancement .............................................. 179
BirojuPapachary,N.L.Aravinda,andA.SrinivasulaReddy
MachineLearningApproach-BasedPlantDiseaseDetection
andPestDetectionSystem ......................................... 191
V.Radhika,R.Ramya,andR.Abhishek
Contents vii
DesignofLowVoltagePre-settableAdiabaticFlip-FlopsUsing
NovelResettableAdiabaticBuffers ................................. 201
DivyaGampala,Y.Prasad,andT.Satyanarayana
RaspberryPi-BasedSmartMirror ................................. 211
K.SubramanyaChari,MandapatiRaja,andSomalaRamaKishore
DeepLearningFrameworkforObjectDetectionfromDrone
Videos ........................................................... 221
SomalaRamaKishore,K.Vani,andSumanMishra
VoteChain:ElectronicVotingwithEthereumforMulti-region
Democracies ..................................................... 231
VaseemAhmedQureshi,G.Divya,andT.Satayanarayana
DesignandAnalysisofMultibandSelf-complimentary Log
Periodic Tripole Antenna (LPTA) for S and C-Band-Based
RadarApplications ............................................... 247
MuraliKrishnaBonthuandAshishKumarSharma
Performance of Cooperative Spectrum Sensing Techniques
inCognitiveRadioBasedonMachineLearning ..................... 255
S.LakshmikanthaReddyandM.Meena
Unified Power Quality Conditioner for V-V Connected
ElectrifiedRailwayTractionPowerSupplySystem .................. 263
RumaSinha,H.A.Vidya,andH.R.SudarshanReddy
IntrusionDetectionSystemUsingDeepConvolutionalNeural
NetworkandTwilio ............................................... 279
K.AkhilJosephXavierandGopalKrishnaShyam
ANeuralNetwork-BasedCardiovascularDiseaseDetection
UsingECGSignals ............................................... 291
C.Venkatesh,M.Lavanya,P.NagaSwetha,M.Naganjaneyulu,
andK.MohanKumarReddy
DetectionandClassificationofLungCancerUsingOptimized
Two-ChannelCNNTechnique ..................................... 305
C.Venkatesh,N.SaiPrasanna,Y.Sudeepa,andP.Sushma
DesignofHighEfficiencyFIRFiltersbyUsingBoothMultiplier
andData-DrivenClockGatingandMultibitFlip-Flops .............. 319
P.SyamalaDevi, D.VishnuPriya, G.Shirisha,
VenkataTharunReddyGandham,andSivaRamMallela
DetectingtheCloudsandDeterminingtheWeatherCondition
andCoverageAreaofCloudSimultaneouslyUsingCNN ............. 327
M.VenkataDasu, U.PalakondaRayudu, T.MuniBhargav,
P.Pavani,M.Indivar,andN.SaiMadhumitha
viii Contents
TrafficPrioritizationinWiredandWirelessNetworks ............... 335
Md.Gulzar,MohammedAzhar,S.KiranKumar,andB.Mamatha
LowArea-HighSpeedArchitectureofEfficientFIRFilterUsing
LookAheadClockGatingTechnique ............................... 345
P.SyamalaDevi, J.S.Rajesh, A.Likitha, V.RahulNaik,
andK.PavanKumar
Multimodal Medical Image Fusion Using Minimization
Algorithm ....................................................... 351
FahimuddinShaik, M.Deepa, K.Pavan, Y.HarshaChaitanya,
andM.SaiYoganandaReddy
Pre-collisionAssistwithPedestrianDetectionUsingAI .............. 357
S.SamsonRaj,N.Rakshitha,K.M.Prokshith,andShumailaTazeen
AnIntrusionDetectionSystemUsingFeatureSelectionBased
onRedKangarooMatingAlgorithm ............................... 365
SoumyadipPaul,NileshPandey,SukantaBose,andParthaGhosh
HeartStrokePredictionUsingMachineLearningModels ............ 373
S.Sangeetha, U.Divyalakshmi, S.Priyadarshini, P.Prakash,
andV.Sakthivel
Machine Learning-Based Pavement Detection for Visually
ImpairedPeople .................................................. 383
SwatiShilaskar, MugdhaDhopade, JanhviGodle,
andShripadBhatlawande
AReviewonLocation-BasedRoutingProtocolsinWireless
SensorNetworks ................................................. 397
K.Md.SaifuddinandGeethaD.Devanagavi
DesignofaHighlyReliableLowPowerStackedInverter-Based
SRAMCellwithAdvancedSelf-recoverabilityfromSoftErrors ...... 405
M.Hanumanthu,L.Likhitha,S.Prameela,andG.PavanTejaReddy
ImageAestheticScorePredictionUsingImageCaptioning ........... 413
AakashPandit,Animesh,BhuveshKumarGautam,andRituAgarwal
PedestrianCrossingSignalDetectionSystemfortheVisually
Impaired ........................................................ 427
SwatiShilaskar, ShubhankarKalekar, AdvaitKamathe,
NeerajaKhire,ShripadBhatlawande,andJyotiMadake
A Comparison of Different Machine Learning Techniques
forSentimentAnalysisinEducationDomain ........................ 441
BhavanaP.BhagatandSheetalS.Dhande-Dandge
Contents ix
DesignandSimulationof2×2MicrostripPatchArrayAntenna
for5GWirelessApplications ...................................... 451
KasigariPrasad,A.JeevanReddy,B.Vasavi,Y.SugunaKumari,
andK.SubramanyamRaju
FakeCurrencyDetection:ASurveyonDifferentMethodologies
UsingMachineLearningTechniques ............................... 463
SwathiMattaparthi,SheoKumar,andMrutyunjayaS.Yalawar
Bi-directionalDC-DCConvertersandEnergyStorageSystems
ofDVR—AnAnalysis ............................................. 469
A.AnithaandK.C.R.Nisha
AHigher-OrderSlidingModeObserverforSOCEstimation
withHigher-OrderSlidingModeControlinHybridElectric
Vehicle .......................................................... 481
PrasanthK.PrasadandP.RameshKumar
AnalysisofReversibleDataHidingTechniquesforDigitalImages ..... 501
G.R.YogishNaik,NamithaR.Shetty,andK.B.Vidyasagar
AHybridCryptosystemofVigenèreandHillCipherUsing
EnhancedVigenèreTable ......................................... 509
NishthaVermaandRituAgarwal
IntrusionDetectionSystemUsingEnsembleMachineLearning
forDigitalInfrastructure .......................................... 521
MeridNigussieTulu,TuluTilahunHailu,andDurgaPrasadSharma
IntegratingInceptionResNetv2ModelandMachineLearning
ClassifiersforFoodTextureClassification .......................... 531
PhilominaSimonandV.Uma
SentimentAnalysisofCustomeronaRestaurantUsingReview
inTwitter ........................................................ 541
NagaratnaP.Hegde,V.Sireesha,G.P.Hegde,andK.Gnyanee
Fundus Image Processing for Glaucoma Diagnosis Using
DynamicSupportVectorMachine ................................. 551
K.Pranathi,MadhaviPingili,andB.Mamatha
A Case Study of Western Maharashtra with Detection
andRemovalofCloudInfluence:LandUseandLandCover
ChangeDetection ................................................. 559
RenukaSandeepGoundandSudeepD.Thepade
ASurveyonDeepLearningEnabledIntrusionDetectionSystem
forInternetofThings ............................................. 571
HumaGupta,SanjeevSharma,andSanjayAgrawal