Advances in Communication and Computational Technology: Select Proceedings of ICACCT 2019

1498 Pages·2021·58.682 MB·English

by  Gurdeep Singh Hura, Ashutosh Kumar Singh, Lau Siong Hoe

Lecture Notes in Electrical Engineering 668
Gurdeep Singh Hura
Ashutosh Kumar Singh
Lau Siong Hoe   Editors
Advances in
Communication
and Computational
Technology
Select Proceedings of ICACCT 2019
Lecture Notes in Electrical Engineering
Volume 668
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
The book series Lecture Notes in Electrical Engineering (LNEE) publishes the
latest developments in Electrical Engineering—quickly, informally and in high
quality. While original research reported in proceedings and monographs has
traditionallyformedthecoreofLNEE,wealsoencourageauthorstosubmitbooks
devoted to supporting student education and professional training in the various
fieldsandapplicationsareasofelectricalengineering.Theseriescoverclassicaland
emerging topics concerning:
(cid:129) Communication Engineering, Information Theory and Networks
(cid:129) Electronics Engineering and Microelectronics
(cid:129) Signal, Image and Speech Processing
(cid:129) Wireless and Mobile Communication
(cid:129) Circuits and Systems
(cid:129) Energy Systems, Power Electronics and Electrical Machines
(cid:129) Electro-optical Engineering
(cid:129) Instrumentation Engineering
(cid:129) Avionics Engineering
(cid:129) Control Systems
(cid:129) Internet-of-Things and Cybersecurity
(cid:129) Biomedical Devices, MEMS and NEMS
For general information about this book series, comments or suggestions, please
contact [email protected].
To submit a proposal or request further information, please contact the
Publishing Editor in your country:
China
Jasmine Dou, Associate Editor ([email protected])
India, Japan, Rest of Asia
Swati Meherishi, Executive Editor ([email protected])
Southeast Asia, Australia, New Zealand
Ramesh Nath Premnath, Editor ([email protected])
USA, Canada:
Michael Luby, Senior Editor ([email protected])
All other Countries:
Leontina Di Cecco, Senior Editor ([email protected])
** Indexing: The books of this series are submitted to ISI Proceedings,
EI-Compendex, SCOPUS, MetaPress, Web of Science and Springerlink **
More information about this series at http://www.springer.com/series/7818
Gurdeep Singh Hura Ashutosh Kumar Singh
(cid:129) (cid:129)
Lau Siong Hoe
Editors
Advances in Communication
and Computational
Technology
Select Proceedings of ICACCT 2019
123
Editors
Gurdeep SinghHura AshutoshKumar Singh
Department ofMathematics Department ofMaster of Computer
andComputer Science Applications
University of Maryland Eastern Shore National Institute ofTechnology
Princess Anne,MD, USA Kurukshetra
Kurukshetra, Haryana, India
LauSiong Hoe
Department ofInformation Science
andTechnology
Multimedia University
Jalan Ayer KerohLama, Melaka, Malaysia
ISSN 1876-1100 ISSN 1876-1119 (electronic)
Lecture Notesin Electrical Engineering
ISBN978-981-15-5340-0 ISBN978-981-15-5341-7 (eBook)
https://doi.org/10.1007/978-981-15-5341-7
©SpringerNatureSingaporePteLtd.2020
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart
of the 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
orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar
methodologynowknownorhereafterdeveloped.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom
therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.
The publisher, the authors and the editors are safe to assume that the advice and information in this
book are believed to be true and accurate at the date of publication. Neither the publisher nor the
authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor
for any errors or omissions that may have been made. The publisher remains neutral with regard to
jurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations.
ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd.
The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721,
Singapore
Contents
A Drug Recommendation System for Multi-disease in Health Care
Using Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
N. Komal Kumar and D. Vigneswari
Smart Mobility: Understanding Handheld Device Adoption . . . . . . . . 13
Latika Kharb, Deepak Chahal, and Vagisha
An Efficient Numerical Technique for Solving the Time-Fractional
Cahn–Allen Equation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31
Amit Prakash and Hardish Kaur
Image Colorization with Deep Convolutional Neural Networks . . . . . . 45
Sudesh Pahal and Preeti Sehrawat
Electroencephalogram Based Biometric System: A Review . . . . . . . . . 57
Kaliraman Bhawna, Priyanka, and Manoj Duhan
Improved Neural Network-Based Plant Diseases Identification . . . . . . 79
Ginni Garg and Mantosh Biswas
Maximum Power Extraction Using Random Binary Searching
Algorithm Under Non-uniform Insolation . . . . . . . . . . . . . . . . . . . . . . 91
Kusum Lata Agarwal and Avdhesh Sharma
Prevention Against Internal Attack via Trust-Based Detection
for Wireless Mesh Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
Amit Kumar Roy and Ajoy Kumar Khan
Sensor-Based Alarm System for Preventing Crop Vandalization
by Birds in Agricultural Regions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119
Siddhanta Borah, Ankush Kumar Gaur, and J. Arul Valan
Pricing Mechanisms for Fair Bills and Profitable Revenue Share
in Cloud Federation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 133
Sameera Dhuria, Anu Gupta, and R. K. Singla
v
vi Contents
Higher Order Squeezing in Pump Mode in Multi-wave Mixing
Process. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149
Priyanka and Savita Gill
Active Power Loss Diminution by Chaotic-Based Adaptive Butterfly
Mating Optimization Algorithm. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 163
Kanagasabai Lenin
Mobile-Based Signature Database (MOBSIGN DB): A New
Signature Database . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 171
Sudhir Rohilla, Anuj Sharma, and R. K. Singla
Mining of Association Rules in R Using Apriori Algorithm. . . . . . . . . 181
Anjali Mehta and Deepa Bura
Comprehensive and Comparative Analysis of Different Files
Using CP-ABE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 189
Sahil Jalwa, Vardaan Sharma, Abdur Rehman Siddiqi, Ishu Gupta,
and Ashutosh Kumar Singh
Efficient Data Cube Materialization . . . . . . . . . . . . . . . . . . . . . . . . . . . 199
Raghu Prashant, Mann Suman, and Raghu Eashwaran
Ontology-Based Full-Text Searching Using Named Entity
Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211
Krishna Kumar, Md. Tanwir Uddin Haider, and Shamsh Sameed Ahsan
Recognition of Online Handwritten Gurmukhi Characters Through
Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 223
Sukhdeep Singh and Anuj Sharma
Optimizing Stream Data Classification Using Improved Hoeffding
Bound . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 235
Arvind Pillania, Pardeep Singh, and Vrinda Gupta
Outline of Lattice Structures: Morphology, Manufacturing,
and Material Aspect. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245
Sakshi Kokil Shah, Mohanish Shah, Anirban Sur, and Sanjay Darvekar
Image-Based Recommendation Engine Using VGG Model . . . . . . . . . 257
Smrithi Vasudevan, Nishtha Chauhan, Vergin Sarobin, and S. Geetha
Stable Optimized Link Heuristic Using Cross-Layering for QoS
of Secured HANETs. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 267
Anita Sethi, Sandip Vijay, and Vishal Gupta
Use of EEG as a Unique Human Biometric Trait for Authentication
of an Individual . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277
Bhawna Kaliraman, Priyanka Singh, and Manoj Duhan
Contents vii
Performance of Feature Extracted on Leaf Images by Discriminant
Analysis on Various Classifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287
Anjali Pathak, Bhawna Vohra, and Kapil Gupta
Graph Isomorphism Using Locality Sensitive Hashing. . . . . . . . . . . . . 305
R. Vinit Kaushik and Kadiresan Nalinadevi
Comparative Analysis of Image Segmentation Techniques. . . . . . . . . . 317
Snehil Saxena, Sidharth Jain, Saurabh Tripathi, and Kapil Gupta
Levels and Classification Techniques for Sentiment Analysis:
A Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 333
Devendra Sharma and Anoj Kumar
Breast Cancer Recurrence Prediction in Biopsy Using Machine
Learning Framework . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 347
Akriti Sharma, Nishtha Hooda, and Nidhi Rani Gupta
Realization of Grounded Inductance Circuit Using Bulk-Driven
Current Conveyors. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 359
Anu Tonk and Neelofer Afzal
Neural Network Ensemble-Based Prediction System
for Chemotherapy Pathological Response: A Case Study. . . . . . . . . . . 375
Raghvi Bhardwaj and Nishtha Hooda
Outage and ABER Analysis for L-MRC on OWDP Fading
Channels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 387
Suparna Goswami, Laishram Mona Devi, and Aheibam Dinamani Singh
Performance Evaluation of Incremental PCA and Its Variants
in Face Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 397
Nitin Kumar and Suresh Madhavan
3-Axis Robot Arm Using Micro-Stepping with Closed-Loop
Control. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 409
G. A. Rathy, P. Sivasankar, Aravind Balaji, and K. Gunasekaran
False-Positive-Free and Geometric Robust Digital Image
Watermarking Method Based on IWT-DCT-SVD . . . . . . . . . . . . . . . . 423
Priyanka Singh, Ashok Kumar Pradhan, and Subhash Chandra
Fair Fit—A Load Balance Aware VM Placement Algorithm
in Cloud Data Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437
Bhavesh N. Gohil, Sachin Gamit, and Dhiren R. Patel
Computationally Efficient and Secure Session Key Agreement
Techniques for Vehicular Cloud Computing . . . . . . . . . . . . . . . . . . . . 453
Saurabh Rana, Dheerendra Mishra, and Saurabh Gupta
viii Contents
Recent Trends in Image Processing Using Granular Computing . . . . . 469
Shankar Shambhu and Deepika Koundal
Enveloped Inverted Tree Recursive Hashing: An Efficient
Transformation for Parallel Hashing . . . . . . . . . . . . . . . . . . . . . . . . . . 481
Neha Kishore and Priya Raina
The Techniques of Vedic Mathematics for ECC Over Weierstrass
Elliptic Curve Y2 = X3 + Ax + B . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 501
Ankur Kumar, Pratik Gupta, and Manoj Kumar
EEHCR: Energy-Efficient Hierarchical Cluster-Based Routing
Protocol for Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . 517
Sakshiwala and M. P. Singh
Current-Controlled Chaotic Chua’s Circuit Using CCCII . . . . . . . . . . 535
Manoj Joshi and Ashish Ranjan
Phishing URL Detection Using Machine Learning. . . . . . . . . . . . . . . . 547
Preeti, Rainu Nandal, and Kamaldeep Joshi
Sybil-Free Hybrid Localization Scheme in Wireless Sensor
Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 561
Narendra Dodwaria and Naveen Chauhan
Hybrid-RPL: AStepToward EnsuringScalableRoutinginInternet
of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 583
K. V. Amal, J. Jaisooraj, Priya Chandran, and S. D. Madhu Kumar
Linear Interpolation-Based Fuzzy Clustering Approach for Missing
Data Handling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 597
Sonia Goel and Meena Tushir
Dynamic Web View Materialization. . . . . . . . . . . . . . . . . . . . . . . . . . . 605
Akshay Kumar and T. V. Vijay Kumar
A Multi-Hop Bit-Map-Assisted Energy-Efficient MAC Protocol
for Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 617
Kumar Debasis, M. P. Singh, and Rajat Gupta
PID Control of a Quadrotor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 633
Ritika Thusoo, Sheilza Jain, and Sakshi Bangia
Levy Flight-Based White Wolf Algorithm for Solving Optimal
Reactive Power Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 647
Kanagasabai Lenin
Performance of MIMO System—A Review . . . . . . . . . . . . . . . . . . . . . 655
Sweta Sanwal, Aman Kumar, Md. Arib Faisal,
and Mohammad Irfanul Hassan
Contents ix
Incremental Weighted Linear Discriminant Analysis for Face
Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 677
Nitin Kumar and Suresh Madhavan
Capacity Using L-Branch Channel MRC System Over Weibull
Fading Channels—A Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 689
Adarsh Joshi, Aditya Narayan, Mohammad Irfanul Hasan,
and Shalini Singh
Classification of Static Signature Based on Distance Measure
Using Feature Selection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 707
Subhash Chandra and Priyanka
Computational Technique for Fractional Model of Electrical
Circuits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 719
Amit Prakash and Vijay Verma
Steganographic Method Based on Interpolation and Cyclic LSB
Substitution of Digital Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 731
Jyoti Pandey, Kamaldeep Joshi, Mangal Sain, Gurdiyal Singh,
and Mohit Jangra
Ensuring Food Safety Through Blockchain . . . . . . . . . . . . . . . . . . . . . 745
Ashish Singh, Vineet Kumar, Alok Kumar Ravi, and Kakali Chatterjee
Design of Observer-Controller Digital Phase-Locked Loop Using
Kalman Filter. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 757
Rachana Arya, B. K. Singh, and Lalit Garia
Supervised Machine Learning Algorithms for Fake News
Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 767
Ankit Kesarwani, Sudakar Singh Chauhan, Anil Ramachandra Nair,
and Gaurav Verma
Vehicle Tracking System Using GPS and GSM . . . . . . . . . . . . . . . . . . 779
Shreya Verma, Abhay Singh Jamwal, Surabhi Chauhan,
and Sribidhya Mohanty
Multi-factor Authentication Scheme Using Mobile App
and Camera . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 787
Sajal Jindal and Manoj Misra
Speech Emotion Recognition: A Review. . . . . . . . . . . . . . . . . . . . . . . . 815
Anuja Thakur and Sanjeev Dhull
CDMA-Based Security Against Wormhole Attack in Underwater
Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 829
Nitin Goyal, Jasminder Kaur Sandhu, and Luxmi Verma