Advances in Cognitive Science and Communications: Selected Articles from the 5th International Conference on Communications and Cyber-Physical Engineering (ICCCE 2022), Hyderabad, India PDF
Preview 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 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 thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, 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
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