Table Of ContentLecture Notes in Electrical Engineering 684
Ali El Moussati · Kidiyo Kpalma ·
Mohammed Ghaouth Belkasmi ·
Mohammed Saber ·
Sylvain Guégan Editors
Advances in Smart
Technologies
Applications and Case
Studies
Selected Papers from the First
International Conference on Smart
Information and Communication
Technologies, SmartICT 2019,
September 26–28, 2019, Saidia,
Morocco
Lecture Notes in Electrical Engineering
Volume 684
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
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
JunjieJamesZhang,Charlotte,NC,USA
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Ali El Moussati Kidiyo Kpalma
(cid:129) (cid:129)
Mohammed Ghaouth Belkasmi
(cid:129)
é
Mohammed Saber Sylvain Gu gan
(cid:129)
Editors
Advances in Smart
Technologies Applications
and Case Studies
Selected Papers from the First International
Conference on
Smart Information and Communication
Technologies, SmartICT 2019,
–
September 26 28, 2019, Saidia, Morocco
123
Editors
Ali ElMoussati KidiyoKpalma
Intelligent andConnected Systems Team, UnivRennes,INSA Rennes
National School ofApplied Sciences CNRS, IETR- UMR 6164
UniversitéMohammed Premier Rennes,France
Oujda, Morocco
Mohammed Saber
Mohammed Ghaouth Belkasmi SmartICT Lab
SmartICT Lab National School ofApplied Sciences
National School ofApplied Sciences UniversitéMohammed Premier
UniversitéMohammed Premier Oujda, Morocco
Oujda, Morocco
Sylvain Guégan
UnivRennes,INSA Rennes
LGCGM EA 3913
Rennes,France
ISSN 1876-1100 ISSN 1876-1119 (electronic)
Lecture Notesin Electrical Engineering
ISBN978-3-030-53186-7 ISBN978-3-030-53187-4 (eBook)
https://doi.org/10.1007/978-3-030-53187-4
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Preface
This book gathers together selected papers presented at The first international
Conference on Smart Information & Communication Technologies (SmartICT
2019). This conference took place at Be Live Collection Saïdia Hotel in the
Moroccan “Blue pearl” city of Saïdia, during 26–28 September 2019. It was
organized by National School of Applied Sciences Oujda of the Mohammed First
University (Morocco) and Institut National des Sciences Appliquées (INSA) de
Rennes (France) within the partnership of both institutions.
SmartICT 2019 has provided an exceptional forum for researchers, PhD stu-
dents,industrialsanddecision-makerstoexchangeideas,techniquesandtools,raise
awareness, and share experience related to all practical and theoretical aspects of
smart technologies in: from healthcare and energy management, to digital educa-
tion, agriculture and cybersecurity.
This book results from more than 300 contributions of researchers from more
than38countriesworldwide.Afterathoroughpeer-reviewprocess,theprogramme
committee has accepted 145 papers, which have undergone a selection stage to
retain 79 papers for this LNEE volume. This achieves overall acceptance rate of
26%.
Thebookisorganizedintotenpartscorrespondingtorespectivetopicspresented
at the conference:
1. Communications Systems & Applications
2. Computer Vision & Data Processing
3. Cybersecurity & Data Protection
4. Energy and Multi-Source Systems Management
5. Machine Learning, Intelligent Systems & Applications
6. Precision Agriculture
7. Smart Health, Digital Education & Humanities
8. Software Engineering & Data Science
v
vi Preface
9. Solar Thermal and Mechanics
10. Wireless Sensor Network, Internet of Things & Applications
We would like to thank the organization committee, the members of the tech-
nical program committee and reviewers. They did a relevant job in reviewing the
articlesandprovidedfeedbackwithvaluablesuggestionstotheauthors.Wewould
alsoliketoexpressourthankstotheauthorsforsharingtheresultsoftheirresearch
in this conference.
Weareverygratefultothekeynotespeakerswhohaveacceptedourinvitationto
comeandsharetheirworkduringtheconference:ProfessorAbdellahTouhafifrom
Vrije Universiteit Brussel (Belgium); Professor Sanela Klarić from International
Burch University Sarajevo (Bosnia and Herzegovina); Professor Abderrahim
Benslimane from Avignon University, (France); Professor Vincent Frémont from
Ecole Centrale de Nantes (France); and Professor M’Hamed Drissi from Institut
National des Sciences Appliquées de Rennes (France).
WewouldalsoliketothankSpringer’sstafffortheirsupportandforallowingus
to participate in LNEE series.
Wehopethatyouwillfindituseful,excitingandinspiring,andwelookforward
to meeting you in the next SmartICT conference.
Ali El Moussati
Kidiyo Kpalma
Mohammed Ghaouth Belkasmi
Mohammed Saber
Sylvain Guégan
Organization
Committees
General Chairs
Ali El Moussati Mohammed First University, Morocco
Mohammed Ghaouth Mohammed First University, Morocco
Belkasmi
General Co-chairs
Mohammed Saber Mohammed First University, Morocco
Kidiyo Kpalma INSA Rennes, France
Technical Program Chairs
Sylvain Guégan INSA Rennes, France
Joseph Ronsin INSA Rennes, France
Organizing Committee
Abdelmalek El Mehdi Mohammed First University, Morocco
Ilhame El Farissi Mohammed First University, Morocco
Mohamed Emharref Mohammed First University, Morocco
Saida Belouali Mohammed First University, Morocco
Sara Chadli Mohammed First University, Morocco
Wiame Benzekri Mohammed First University, Morocco
Zineb Bougroun Mohammed First University, Morocco
vii
viii Organization
Keynotes
Abdellah Touhafi Universiteit Brussel, Belgium
Abderrahim Benslimane Avignon University, France
M’Hamed Drissi Director of INSA Rennes, France
Sanela Klaric International Burch University Sarajevo, Bosnia
and Herzegovina
Vincent Frémont LS2N, Ecole Centrale de Nantes, France
Technical Program Committee
Abdechafik Derkaoui Mohammed First University, Morocco
Abdelaziz Lawani Eastern Kentucky University, USA
Abdelghani El Ougli Mohammed First University, Morocco
Abdelhak Aziz Mohammed First University, Morocco
Abdelhak Lakhouaja Mohammed First University, Morocco
Abdelhak Ziyyat Mohammed First University, Morocco
Abdelhamid Benali Mohammed First University, Morocco
Abdelhamid Daamouche University M’hamed Bougara of Boumerdes,
Algeria
Abdelkader El Kebir University of Mascara, Algeria
Abdellatif Kobbane Mohammed V University, Morocco
Abdelmalek El Mehdi Mohammed First University, Morocco
Abdelouahad Tahani Mohammed First University, Morocco
Abderrahim Benslimane Avignon University, France
Abderrahim Medbouhi Mohammed First University, Morocco
Abderrahim Saaidi Sidi Mohamed Ben Abdellah University,
Morocco
Abdeslam En-Nouaary INPT, Morocco
Abdulwahab Almazroi University of Jeddah, Saudi Arabia
Abir Ben Ali CRISTAL, Tunisia
Ahmed Benlghazi Mohammed First University, Morocco
Ahmed El Oualkadi Abdelmalek Essaadi University, Morocco
Ahmed Faize Mohammed First University, Morocco
Ahmed Hammad University of Franche-comté, France
Ahmed Mezrhab Mohammed First University, Morocco
Ahmed Zellou Mohammed V University, Morocco
Akram Sarhan University of Jeddah, Saudi Arabia
Alessandro Matese CNR, Italy
Ali El Moussati Mohammed First University, Morocco
Ali Idarrou Ibn Zohr University, Morocco
Ali Boularbah Cadi Ayyad University, Morocco
Anas Belouali Georgetown University, USA
Organization ix
Anas Benslimane Mohammed First University, Morocco
Andrew Diniz da Costa Pontifìcia Universidade Catòlica do Rio de
Janeiro, Brazil
Andrina Granić University of Split, Croatia
Agustin Francisco Gutierrez Universidad Autónoma de Guerrero, Mexico
Tornes
Ayman Alzayed Kuwait University, Kuwait
Aziz Salah University of Quebec in Montreal, Canada
Bachir Elmagroud Mohamed First University, Morocco
Baddou Mohammed Amine Mohamed First University, Morocco
Badre Bossoufi Sidi Mohamed Ben Abdellah University,
Morocco
Bekkay Hajji Mohamed First University, Morocco
Belkassem Tidhaf Mohamed First University, Morocco
Bingshu Wang Peking University, China
Borka Jerman-Blažič University of Ljubljana, Slovenia
Brahim Aksasse Faculty of Sciences and Technics Errachidia,
Morocco
Brahim Raouyane Hassan II University, Morocco
Chakib Taybi Mohammed First University, Morocco
Chantal Charnet Paul-Valéry University, Montpellier, France
Chrissanthi Angeli University of West Attica, Greece
Costin Badica University of Craiova, Romania
Daniel Borrajo Millan Universidad Carlos III de Madrid, Spain
Diana Hoyos-Valdés Caldas University, Colombia
Dominique Courault INRA, France
Dorsaf Sebai National Institute of Applied Science
and Technology, Tunisia
Dris Bahia Mohammed First University, Morocco
Elarbi Badidi Faculty of Information Technology, UAE
El Hassane Ettifouri Novelis, France
El Hassane Chadli Mohammed First University, Morocco
El Miloud Jaara Mohammed First University, Morocco
El Mostapha Aboulhamid University of Montreal, Canada
Emharraf mohamed Mohammed First University, Morocco
Eric Rojas Pontifical Catholic University of Chile, Chile
Ernst Leiss University of Houston, USA
Farid Bagui Université Rouen Haute Normandie, CESI,
France
Farid Boushaba Mohammed First University, Morocco
Farshad Badie Aalborg University, Denmark
Filipe Duarte dos Santos Instituto Politécnico de Setúbal, Portugal
Cardoso
Francisco José University of Salamanca, Spain
Garcìa Peñalvo
