Applications of Internet of Things: Proceedings of ICCCIOT 2020

258 Pages·2021·10.75 MB·English

by  Jyotsna K. Mandal, Somnath Mukhopadhyay, Alak Roy

Lecture Notes in Networks and Systems 137
Jyotsna K. Mandal
Somnath Mukhopadhyay
Alak Roy   Editors
Applications
of Internet
of Things
Proceedings of ICCCIOT 2020
Lecture Notes in Networks and Systems
Volume 137
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Fernando Gomide, Department of Computer Engineering and Automation—DCA,
SchoolofElectricalandComputerEngineering—FEEC,UniversityofCampinas—
UNICAMP, São Paulo, Brazil
Okyay Kaynak, Department of Electrical and Electronic Engineering,
Bogazici University, Istanbul, Turkey
Derong Liu, Department of Electrical and Computer Engineering, University
of Illinois at Chicago, Chicago, USA; Institute of Automation, Chinese Academy
of Sciences, Beijing, China
Witold Pedrycz, Department of Electrical and Computer Engineering,
University of Alberta, Alberta, Canada; Systems Research Institute,
Polish Academy of Sciences, Warsaw, Poland
Marios M. Polycarpou, Department of Electrical and Computer Engineering,
KIOSResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus,
Nicosia, Cyprus
Imre J. Rudas, Óbuda University, Budapest, Hungary
Jun Wang, Department of Computer Science, City University of Hong Kong,
Kowloon, Hong Kong
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Jyotsna K. Mandal Somnath Mukhopadhyay
(cid:129) (cid:129)
Alak Roy
Editors
Applications of Internet
of Things
Proceedings of ICCCIOT 2020
123
Editors
Jyotsna K.Mandal SomnathMukhopadhyay
Department ofComputer Department ofComputer
Science andEngineering Science andEngineering
University of Kalyani AssamUniversity
Nadia,West Bengal, India Silchar, Assam, India
AlakRoy
Department ofInformation Technology
Tripura University
Agartala, Tripura, India
ISSN 2367-3370 ISSN 2367-3389 (electronic)
Lecture Notesin Networks andSystems
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Preface
Tripura University, India, organized the First International Conference on
“International Conference on Computer Communication and Internet of Things
(ICCCIoT 2020),” during 03–04 February 2020, at the Department of Information
Technology. This mega event covered all aspects of communications and Internet
of Things (IoT), where scope was not limited to various engineering disciplines
suchascomputerscience,electronicsandengineeringresearches butalsoincluded
researches from allied community like data analytics and network security.
The primary goal of “ICCCIoT 2020” was to present the state-of-the-art scientific
findings, encourage academic and industrial interaction and to promote collabora-
tive research activities in computer communication, Internet of Things and related
fields,involvingscientists,engineers,professionals,researchersandstudentsacross
the globe.
This volume is a collection of high-quality peer-reviewed research papers
received across the globe. Based on rigorous peer-review process by the technical
programmecommitteemembersalongwithexternalexpertsasreviewers(inlandas
wellasabroad),best-qualitypaperswereidentifiedforpresentationandpublication.
The review process was extremely stringent with minimum three reviews for each
submission and occasionally up to six reviews. Checking of similarities and
overlaps is also done based on the international norms and standards. The orga-
nizing committee of ICCCIoT 2020 was constituted with a strong international
academic and industrial luminaries and the technical programme committee com-
prised more than hundred domain experts. The proceedings of the conference is
publishedinLectureNotesinNetworksandSystems,Springer(LNNS).We,inthe
capacityofthevolumeeditors,conveyoursinceregratitudetoSpringerNaturefor
providing us the opportunity to publish the proceedings of ICCCIoT in LNNS
series.
ThisconferenceincludeddistinguishedspeakerssuchasProf.RajkumarBuyya,
Director, Cloud Computing and Distributed Systems (CLOUDS) Lab, The
University of Melbourne, Australia; Prof. Bhabani P. Sinha, Former Professor,
v
vi Preface
Statistical Institute, Kolkata, India; Dr. Sushanta Karmakar, Indian Institute of
Technology Guwahati, India; Prof. Sudipta Roy, Assam University, Silchar, India;
and Prof. Shikhar Kumar Sarma, Professor, Guwahati University.
OursinceregratitudetoProf.BimanKumarDutta,Hon’bleMember,NorthEast
Council, India; Shri. Atanu Saha, Director (S&T), North East Council, India; and
Shri.P.L.N.Raju,Director,NESAC,India,fortheirsuggestionsregardingvarious
processes during the conference and also funding for the conference. The editors
also thank the chairs of the technical sessions of ICCCIoT 2020 for taking the
troubles to guide the authors and presenters to enrich their articles for preparing
final camera-ready versions.
Special mention of words of appreciation is due to Prof. Mahesh Kumar Singh,
Chief Patron of the conference; Prof. Sukanta Banik and Prof. Chandrika Basu
Majumder, Honorary Chairs of the conference; Dr. Swanirbhar Majumder,
Organizing Chair; and Dr. Alak Roy and Mr. Jayanta Pal, Joint Organizing
Secretary of the conference for hosting the conference. Special thanks to Ashish
Choudhury, Information Scientist, Tripura University, for his quick response for
similaritycheckingofthepapers.Itwasindeedhearteningtonotetheenthusiasmof
all faculty, staff and students of Tripura University to organize the conference in a
professional manner. The involvement of faculty coordinators and student volun-
teersisparticularlypraiseworthyinthisregard.Theeditorsleavenostoneunturned
tothank technical partners andsponsorsfor providing all thesupportandfinancial
assistance.
Itisneedlesstomentiontherole ofthecontributors for theiractivesupportand
participation by submitting their research findings. We take this privilege to thank
theauthorsofallthepaperssubmittedasaresultoftheirhardwork.Wearefurther
indebted to the technical programme committee members and external reviewers
who not only produced excellent reviews but also maintained the high academic
standard of the proceedings in short timeframes, in spite of their very busy
schedule.
The conference may meet its completeness if it is able to attract elevated par-
ticipationinitsfold.Wewouldliketoappreciatetheparticipantsoftheconference,
whohaveconsideredtheconferenceabefittingoneinspiteofallthehardshipthey
had undergone. Last but not least, we would offer cognizance to all the volunteers
for their tireless efforts in meeting the deadlines and arranging every minute detail
meticulouslytoensurethattheconferenceachievesitsgoal,academicorotherwise
and that too unhindered.
Hope this volume will be a useful material to the researchers, practicing engi-
neers and students.
Nadia, India Jyotsna K. Mandal
Silchar, India Somnath Mukhopadhyay
Agartala, India Alak Roy
Editors
Contents
Design of an Industrial Internet of Things-Enabled Energy
Management System of a Grid-Connected Solar–Wind Hybrid
System-Based Battery Swapping Charging Station for Electric
Vehicle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Somudeep Bhattacharjee and Champa Nandi
Modeling and Implementation of Advanced Electronic Circuit
Breaker Technique for Protection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15
Tushar Kanti Das, Rajesh Debnath, and Sangita Das Biswas
PeristalticTransportofCassonFluidinaPorousChannelinPresence
of Hall Current . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27
M. M. Hasan, M. A. Samad, and M. M. Hossain
Fingerprint Authentication System for BaaS Protocol . . . . . . . . . . . . . . 39
Ranadhir Debnath, Swarup Nandi, and Swanirbhar Majumder
Design of a Low-Cost Li-Fi System Using Table Lamp . . . . . . . . . . . . . 49
Suman Debnath and Bishanka Brata Bhowmik
A Study of Micro-ring Resonator-Based Optical Sensor . . . . . . . . . . . . 59
Papiya Debbarma, Srikanta Das, and Bishanka Brata Bhowmik
An Efficient Decision Fusion Scheme for Cooperative Spectrum
Sensing for Cognitive Radio Networks. . . . . . . . . . . . . . . . . . . . . . . . . . 67
Prakash Chauhan, Sanjib K. Deka, and Nityananda Sarma
Detection of Early Breast Cancer Using A-Priori Rule Mining
and Machine Learning Approaches . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
Anwesha Banik, Birajit Debbarma, Monalisha Debnath, Sun Jamatia,
and Ankur Biswas
vii
viii Contents
Effect of Linear Features to Determination of Sleep Stages
Classification from Dual Channel of EEG Signal Using Machine
Learning Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
Santosh Kumar Satapathy and D. Loganathan
A Tree Multicast Routing Based on Fuzzy Mathematics in Mobile
Ad-Hoc Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
Abu Sufian, Anuradha Banerjee, and Paramartha Dutta
Smart Irrigation System Using Internet of Things . . . . . . . . . . . . . . . . . 119
Madhurima Bhattacharya, Alak Roy, and Jayanta Pal
Modeling and Analytical Analysis of the Effect of Atmospheric
Temperature to the Planktonic Ecosystem in Oceans. . . . . . . . . . . . . . . 131
Sajib Mandal, M. S. Islam, and M. H. A. Biswas
SMART Asthma Alert Using IoT and Predicting Threshold Values
Using Decision Tree Classifier . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 141
Anoop Kumar Prasad
Object-Oriented Modeling of Cloud Healthcare System Through
Connected Environment. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151
Subhasish Mohapatra, Komal Paul, and Abhishek Roy
Estimating RNA Secondary Structure by Maximizing Stacking
Regions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165
Piyali Sen, Debapriya Tula, Suvendra Kumar Ray,
and Siddhartha Sankar Satapathy
NTP Server Clock Adjustment with Chrony . . . . . . . . . . . . . . . . . . . . . 177
Amina Elbatoul Dinar, Boualem Merabet, and Samir Ghouali
Angle-BasedFeatureExtractionMethodforFingersofHandGesture
Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 187
Mampi Devi and Alak Roy
Study of Various Methods for Tokenization. . . . . . . . . . . . . . . . . . . . . . 193
Abigail Rai and Samarjeet Borah
A Categorical Study on Cache Replacement Policies for Hierarchical
Cache Memory. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 201
Purnendu Das and Bishwa Ranjan Roy
Side-Channel Attack in Internet of Things: A Survey . . . . . . . . . . . . . . 213
Mampi Devi and Abhishek Majumder
Optimization of Geotechnical Parameters Used in Slope Stability
Analysis by Metaheuristic Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . 223
Geetanjali Lohar, Sushmita Sharma, Apu Kumar Saha, and Sima Ghosh
Contents ix
An Improved ANN Model for Prediction of Solar Radiation
Using Machine Learning Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . 233
Rita Banik, Priyanath Das, Srimanta Ray, and Ankur Biswas
User Behaviour Analysis from Various Activities Recorded
in Social Network Log Data. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 243
Krishna Das and Smriti Kumar Sinha