Artificial Intelligence in IoT

235 Pages·2019·6.1 MB·English

by  Fadi Al-Turjman

Transactions on Computational Science
and Computational Intelligence
Fadi Al-Turjman Editor
Artifi cial
Intelligence
in IoT
Transactions on Computational Science
and Computational Intelligence
SeriesEditor
HamidArabnia
Computational Science (CS) and Computational Intelligence (CI) both share the
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Fadi Al-Turjman
Editor
Artificial Intelligence in IoT
123
Editor
FadiAl-Turjman
ComputerEngineeringDepartment
AntalyaBilimUniversity
Antalya,Turkey
ISSN2569-7072 ISSN2569-7080 (electronic)
TransactionsonComputationalScienceandComputationalIntelligence
ISBN978-3-030-04109-0 ISBN978-3-030-04110-6 (eBook)
https://doi.org/10.1007/978-3-030-04110-6
LibraryofCongressControlNumber:2019932816
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Tomywonderfulfamily.
FadiAl-Turjman
Preface
We are living in an era where the Artificial Intelligence (AI) is becoming a global
platform for the computation and interaction between machines and smart objects
inreal-timeapplicationsandmanycriticalaspectsinourdailylife.
Withtheapplicationareassuchassmartcities,smartgrids,smartwatermanage-
ments,smarthealth,smartsupplychain,andsmarthomesintheInternetofThings
(IoT),wecanconsidertheAIasacomplementarypackageofthesmartnetworked
objects.Fromthisperspective,itisessentialtounderstandtheroleofAIwhichwill
provideaglobalbackbonefortheworldwideinformationsharing/processinginthe
nearfuture.
Nodoubtthatintroducingsuchanewphenomenoncancomewithpotentialchal-
lengesinsignificantlevels,especiallyintermsoftheoverallsystemcomplexityand
abilityinsolvingcriticaldailylifeissues.Therefore,itisalsoessentialtoconsider
newenablingtechnologiessuchaswirelesssensornetworks(WSNs),variousradio
technologies,andcellularinfrastructuresfortheperformanceoptimization.
The objective of this book is to present a survey of existing AI techniques
and other emerging intelligent approaches for the IoT paradigm optimization and
improvements. The main focus is on the smart design aspects that can help in
realizingsuchaparadigminanefficientandsecuredway.TheapplicationsofAIin
IoT,evaluationmetrics,constraints,andopenissuesabouttheaddressedtopicsare
includedfordiscussionaswell.Thisconceptualbook,whichisuniqueinthefield,
will assist researchers and professionals working in the area of AI to better assess
theproposedIoTparadigmswhicharealreadybeginningtobeasignificantpartof
theglobalinfrastructureontheplanet.
Hopeyouenjoyit.
Antalya,Turkey FadiAl-Turjman
vii
Contents
ASystematicReviewoftheConvergenceofAugmentedReality,
IntelligentVirtualAgents,andtheInternetofThings....................... 1
Nahal Norouzi, Gerd Bruder, Brandon Belna, Stefanie Mutter,
DamlaTurgut,andGregWelch
ImprovingthePhysicalLayerSecurityofIoT-5GSystems ................. 25
JehadM.Hamamreh
EmotionalANN(EANN):ANewGenerationofNeuralNetworks
forHydrologicalModelinginIoT.............................................. 45
VahidNourani,AmirMolajou,HessamNajafi,andAliDanandehMehr
SmartTourismDestinationinSmartCitiesParadigm:AModelfor
Antalya............................................................................ 63
GözdegülBas¸er,Og˘uzDog˘an,andFadiAl-Turjman
AHybridApproachforImageSegmentationintheIoTEra............... 85
Tallha Akram, Syed Rameez Naqvi, Sajjad Ali Haider,
andNadiaNawazQadri
BigDataAnalyticsforIntelligentInternetofThings........................ 107
MohiuddinAhmed,SalimurChoudhury,andFadiAl-Turjman
Blockchain and Internet of Things-Based Technologies for
IntelligentWaterManagementSystem........................................ 129
Eustace M. Dogo, Abdulazeez Femi Salami, Nnamdi I. Nwulu,
andClintonO.Aigbavboa
DigitalForensicsforFrameRateUp-ConversioninWirelessSensor
Network ........................................................................... 151
WendanMaandRanLi
ANeuro-fuzzy-BasedMulti-criteriaRiskEvaluationApproach:A
CaseStudyofUndergroundMining........................................... 167
M.F.Ak
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x Contents
IntelligentIoTCommunicationinSmartEnvironments:AnOverview... 207
JoelPonchaLemayianandFadiAl-Turjman
Index............................................................................... 223
About the Editor
Fadi Al-Turjman is a Professor at Antalya Bilim
University, Turkey. He received his Ph.D. degree in
computing science from Queen’s University, Canada,
in 2011. He is a leading authority in the areas of
smart/cognitive,wireless,andmobilenetworks’archi-
tectures, protocols, deployments, and performance
evaluation. His record spans over 180 publications
in journals, conferences, patents, books, and book
chapters,inadditiontonumerouskeynotesandplenary
talks at flagship venues. He has authored/edited more
than 12 published books about cognition, security,
and wireless sensor networks’ deployments in smart
environmentswithTaylor&FrancisandSpringer(top-
tier publishers in the area). He was a recipient of
several recognitions and best papers awards at top
international conferences. He led a number of inter-
nationalsymposiaandworkshopsinflagshipComSoc
conferences. He is serving as the Lead Guest Editor
inseveraljournals,includingtheIETWirelessSensor
Systems and Sensors (MDPI and Wiley). He is also
thePublication Chair forthe IEEEInternational Con-
ferenceonLocalComputerNetworks.
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