Advancements in Interdisciplinary Research. First International Conference, AIR 2022 Prayagraj, India, May 6–7, 2022 Revised Selected Papers

562 Pages·2022·59.665 MB·English

by  Vijayan Sugumaran, Divya Upadhyay, Shanu Sharma

Vijayan Sugumaran
Divya Upadhyay
Shanu Sharma (Eds.)
Communications in Computer and Information Science 1738
Advancements in
Interdisciplinary
Research
First International Conference, AIR 2022
Prayagraj, India, May 6–7, 2022
Revised Selected Papers
Communications
in Computer and Information Science 1738
EditorialBoardMembers
JoaquimFilipe
PolytechnicInstituteofSetúbal,Setúbal,Portugal
AshishGhosh
IndianStatisticalInstitute,Kolkata,India
RaquelOliveiraPrates
FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil
LizhuZhou
TsinghuaUniversity,Beijing,China
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899
· ·
Vijayan Sugumaran Divya Upadhyay
Shanu Sharma (Eds.)
Advancements in
Interdisciplinary
Research
First International Conference, AIR 2022
Prayagraj, India, May 6–7, 2022
Revised Selected Papers
Editors
VijayanSugumaran DivyaUpadhyay
OaklandUniversity ABESEngineeringCollege
Rochester,NY,USA Ghaziabad,India
ShanuSharma
ABESEngineeringCollege
Ghaziabad,India
ISSN 1865-0929 ISSN 1865-0937 (electronic)
CommunicationsinComputerandInformationScience
ISBN 978-3-031-23723-2 ISBN 978-3-031-23724-9 (eBook)
https://doi.org/10.1007/978-3-031-23724-9
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense
toSpringerNatureSwitzerlandAG2022
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
The International Conference on Advancements in Interdisciplinary Research (AIR
2022)wasorganizedbytheDepartmentofAppliedMechanics,MotilalNehruNational
InstituteofTechnology (MNNIT)Allahabad,Prayagraj,IndiaandtookplaceonMay
6–7,2022.Theconferencewasproposedaroundthethemeofasmartandsustainable
Society.
Thepurposeoftheconferencewastoraiseparticipantawarenessofthesustainabil-
ity issues presented by technological advancement and how they affect both people’s
individuallivesandsocietyasawhole.Consideredinitsentirety,thisconferenceoffered
preciseandcomprehensiveinsightsintothedevelopmentofsustainabletechnologyina
varietyoffields.
Inaddition,thegoalofAIR2022wastoofferaforumfordebatingtheproblems,
concerns, and scientific discoveries in the multidisciplinary field of engineering. The
maingoalofholdingthisconferencewastogiveresearchersfromvariousfields,includ-
ingbiomedicine,computerscience,mechanicalengineering,electronics,manufacturing,
industry,andmanagement,asingleforumtodiscussobstacles,trends,technologies,and
opportunitiesforthedevelopmentofasmartandsustainablesociety.
Theconferencewasatwo-dayonlinegatheringthatfeaturedkeynotespeechesby
subjectmatterexperts,roundtablediscussions,andoralandposterpresentationsofnew
ideasandresearch.Innovativeengineeringsolutions,emergingtechnologies,andchal-
lenges for a sustainable healthcare industry were the topics of the research findings
coveredduringtheconference.Differentadvancesinroboticsandautomationengineer-
ing,andeconomicandenvironmentallysustainablesmartcitieswerealsodiscussed.The
topicscoveredandpresentedduringAIR2022representedavastpoolofresearchknowl-
edge, resources, and expertise of the various research and technological communities
from India and other countries such as USA, UK, Canada, and South Korea. Partici-
pantsatAIR2022madeasubstantialcontributiontoouroverallnationaldevelopment
intheemergingfieldsofenergy,artificialintelligence,IoTapplicationsinagriculture,
andhealthcaresystems.
Sustainable development is needed in the current scenarios and this has a signifi-
cantimpactonsocietyworldwide.Automationandthecreationofintelligentsystems
haveopenedupnewopportunitiesforsustainabledevelopmentinthemodernera.The
advancementoftheseintelligentsystemsofferschancestoaddressproblemsthatnega-
tivelyimpactourwayoflife.Theenvironment,energyandnaturalresources,andsociety
all face unprecedented challenges as a result of the rapid pace of global urbanization,
urbangrowth,andrisingurbanpopulationdensity.
On the other hand, the confluence of cutting-edge technologies like AIoT, Edge
Computing,FogComputing,Blockchain,and5Ghascausedasignificanttransforma-
tioninthetechnologysector.Intermsofdigitaltransformation,blockchainandartificial
intelligenceofthings(AIoT)technologiesrepresentastunning21st-centuryrevolution.
Whileblockchaintechnologyhasthepotentialtoofferaneffectiveandsafemethodof
controllingvariousoperations,AIoTgivesaplatformforbringingintelligentautomation
vi Preface
toindustriestoregulatevariousprocesses.Severaldomains,includinghealthcare,agri-
culture, automation, governance, and others, are adopting these next-generation tech-
nologies in order to cut costs, improve efficiency, and increase productivity with the
introductionof5Gandthepowerofremotedataprocessingtechnologieslikecloudand
fogcomputing.
Tobringarevolutionarychangetoautomationindustries,AIR2022invitedauthors
involved in the design of Sustainable Computing Methods to present the remarkable
powerofnext-generationtechnologiesintransformingindustries.
AIR2022receivedanoverwhelmingresponsethroughmorethan250submissions
fortheconference.Arigorousdouble-blindpeerreviewprocesswasadoptedunderthe
supervisionofProgramCommitteemembers,and49regularpapersand12shortpapers
fororalpresentation(notincludedintheconferenceproceeding)wereselectedbythe
committeeinthefieldofComputerScience.
Thisconferenceproceedingspresentstechnologicaladvancementsinvolvingvarious
transformativetechnologies.Themajorsectionsofthebookare:NovelTechnologies-
EnabledSecuredPrivacyModelsandOptimizedNetworkingInfrastructuresforSecure
Industries, Developments Towards a Sustainable Healthcare Sector, Machine Learn-
ing and Deep Learning-Enabled Applications in Different Sectors, and Robotics and
Computer Vision for Intelligent Automation in Industry. It also focuses on trending
technologies-enabledframeworksandapplicationstosolvereal-lifeissues.
This proceedings is the result of advancements made in the creation of intelligent
approacheswiththeassistanceofnumerousauthorsfromacrosstheworld.Wehopethat
readerswillgainworthwhileknowledgefromthebook.
November2022 VijayanSugumaran
DivyaUpadhyay
ShanuSharma
Organization
GeneralChair
AbhishekKumar MotilalNehruNationalInstituteofTechnology,
Prayagraj,Allahabad,India
ProgramCommitteeChairs
VijayanSugumaran OaklandUniversity,USA
DivyaUpadhyay ABESEngineeringCollege,Ghaziabad,India
ShanuSharma ABESEngineeringCollege,Ghaziabad,India
AshutoshMishra MotilalNehruNationalInstituteofTechnology,
Prayagraj,Allahabad,India
AbhishekTiwari MotilalNehruNationalInstituteofTechnology,
Prayagraj,Allahabad,India
RavindraKannojiya AmityUniversityUttarPradesh,India
SteeringCommittee
FaridMeziane UniversityofDerby,UK
SunilVadera SalfordUniversity,UK
MatthiasVolk Otto-von-Guericke-UniversityMagdeburg,
Germany
EpaminondasKapetanios UniversityofHertfordshire,UK
JoergLeukel UniversityofHohenheim,Germany
StefanKirn UniversityofHohenheim,Germany
ElisabethMetais ConservatoireNationaldesArtsetMétiers
(CNAM),Paris,France
JordiConesaCaralt UniversityofCatalonia,Barcelona,Spain
GhassanBeydoun UniversityofTechnology,Sydney,Australia
VedaC.Storey GeorgiaStateUniversity,USA
WynneChin UniversityofHouston,USA
AuronaGerber UniversityofPretoria,SouthAfrica
DanielStaegemann Otto-von-Guericke-UniversityMagdeburg,
Germany
VictoriaYoon VirginiaCommonwealthUniversity,USA
NeilY.Yen UniversityofAizu,Japan
viii Organization
AaronFrench KennesawStateUniversity,USA
PriyaRanjan BhubaneswarInstituteofTechnology,Odisha,
India
ProgramCommittee
AlokVerma EnergyResearchInstitute,NTU,Singapore
ShaliniSharma NationalTsingHuaUniversity,Taiwan
GeetikaJain KeeleUniversity,UK
MeenalChaudhari NorthCarolinaStateUniversity,USA
KirtiSeth INHAUniversity,Uzbekistan
SunandaSinha MNITJaipur,India
R.Jayaganthan IndianInstituteofTechnologyMadras,India
DharmendraSingh IITRoorkee,India
SantoshKumar IIT(BHU),India
K.K.Shukla NITJamshedpur,India
B.N.Singh IITKharagpur,India
P.Chellapandi IITMadras,India
M.SaiBaba RamaiahUniversityofAppliedSciences,
Bangalore,India
AnilKumarSharma JamiaMilliaIslamia,India
DhirajMahajan IITRopar,India
JitendraPrasad IITRopar,India
ChanderPrakash LovelyProfessionalUniversity,India
RaviPanwar IITJabalpur,India
AdditionalReviewers
MishaKakkar ElaKumar
SaruDhir DeepakMane
PushpaSingh KishoreBalasubramanian
ShilpiSharma SanatanRatna
AnilKumarDubey D.JeyaMala
KimmiVerma K.Saravanan
DeeptiAgarwal GovindhaRasuN.
ArashdeepKaur GaganGupta
P.Sriramalakshmi KulbirSingh
ManishBhardwaj AshutoshPratapSingh
SaileshIyer R.P.Pandey
SudhanshuMaurya LakshmiKanthanNarayanan
KanwalvirSinghDhindsa MadanLalYadav
AbhilashaSingh T.Hema
ManishKumarOjha ManishKumar
Organization ix
ArvindKumar DevendraKumarMisra
SudhanshuSingh RajivRanjan
KeshavKaushik AmitKumarMishra
RahulDeoSah IlaKaushik
LaxmiAhuja SumanLata
KiranChaudhary PallaviGupta
NikhilSharma MonojKumarSur
NaliniShankarnarayanan PoojaSingh
KaushalKishor AnandKumarPandey
ShamikTiwari SaigeetaPriyadarshini
DeepaJose HoorFatima
MeghaBhushan SumeetKumar
UmeshChandraPati RohitSachdeva
SiddharthGautam D.Loganathan
MeghaGupta RituGupta