lecture notes in networks and systems
TRANSCRIPT
Lecture Notes in Networks and Systems
Volume 190
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,Warsaw, Poland
Advisory Editors
Fernando Gomide, Department of Computer Engineering and Automation—DCA,School of Electrical and Computer Engineering—FEEC, University of Campinas—UNICAMP, São Paulo, Brazil
Okyay Kaynak, Department of Electrical and Electronic Engineering,Bogazici University, Istanbul, Turkey
Derong Liu, Department of Electrical and Computer Engineering, Universityof Illinois at Chicago, Chicago, USA; Institute of Automation, Chinese Academyof Sciences, Beijing, China
Witold Pedrycz, Department of Electrical and Computer EngineeringUniversity of Alberta, Alberta, Canada; Systems Research InstitutePolish Academy of Sciences, Warsaw, Poland
Marios M. Polycarpou, Department of Electrical and Computer Engineering,KIOS Research Center for Intelligent Systems and Networks, University of Cyprus,Nicosia, Cyprus
Imre J. Rudas, Óbuda University, Budapest, Hungary
Jun Wang, Department of Computer Science, City University of Hong Kong,Kowloon, Hong Kong
The series “Lecture Notes in Networks and Systems” publishes the latestdevelopments in Networks and Systems—quickly, informally and with high quality.Original research reported in proceedings and post-proceedings represents the coreof LNNS.
Volumes published in LNNS embrace all aspects and subfields of, as well as newchallenges in, Networks and Systems.
The series contains proceedings and edited volumes in systems and networks,spanning the areas of Cyber-Physical Systems, Autonomous Systems, SensorNetworks, Control Systems, Energy Systems, Automotive Systems, BiologicalSystems, Vehicular Networking and Connected Vehicles, Aerospace Systems,Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems,Robotics, Social Systems, Economic Systems and other. Of particular value to boththe contributors and the readership are the short publication timeframe and theworld-wide distribution and exposure which enable both a wide and rapiddissemination of research output.
The series covers the theory, applications, and perspectives on the state of the artand future developments relevant to systems and networks, decisionmaking, control,complex processes and related areas, as embedded in the fields of interdisciplinaryand applied sciences, engineering, computer science, physics, economics, social, andlife sciences, as well as the paradigms and methodologies behind them.
Indexed by SCOPUS, INSPEC, WTI Frankfurt eG, zbMATH, SCImago.
All books published in the series are submitted for consideration in Web of Science.
More information about this series at http://www.springer.com/series/15179
M. Shamim Kaiser · Juanying Xie ·Vijay Singh RathoreEditors
Informationand CommunicationTechnology for CompetitiveStrategies (ICTCS 2020)Intelligent Strategies for ICT
EditorsM. Shamim KaiserJahangirnagar UniversityDhaka, Bangladesh
Vijay Singh RathoreIIS Deemed to be UniversityJaipur, Rajasthan, India
Juanying XieShaanxi Normal UniversityXi’an, China
ISSN 2367-3370 ISSN 2367-3389 (electronic)Lecture Notes in Networks and SystemsISBN 978-981-16-0881-0 ISBN 978-981-16-0882-7 (eBook)https://doi.org/10.1007/978-981-16-0882-7
© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer NatureSingapore Pte Ltd. 2021This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whetherthe whole or part of the material is concerned, specifically the rights of translation, reprinting, reuseof illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, andtransmission or information storage and retrieval, electronic adaptation, computer software, or by similaror dissimilar methodology now known or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoes not imply, even in the absence of a specific statement, that such names are exempt from the relevantprotective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in this bookare believed to be true and accurate at the date of publication. Neither the publisher nor the authors orthe editors give a warranty, expressed or implied, with respect to the material contained herein or for anyerrors or omissions that may have been made. The publisher remains neutral with regard to jurisdictionalclaims in published maps and institutional affiliations.
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Preface
The Fifth International Conference on Information and CommunicationTechnology for Competitive Strategies (ICTCS 2020) targets the state of the art aswell as emerging topics pertaining to information and communication technologies(ICTs) and effective strategies for its implementation for engineering andintelligent applications.
The conference is anticipated to attract a large number of high-qualitysubmissions, stimulate the cutting-edge research discussions among manyacademic pioneering researchers, scientists, industrial engineers, students from allaround the world and provide a forum to researcher; propose new technologies,share their experiences and discuss future solutions for design infrastructure forICT; provide a common platform for academic pioneering researchers, scientists,engineers and students to share their views and achievements; enrich technocratsand academicians by presenting their innovative and constructive ideas; focus oninnovative issues at international level by bringing together the experts fromdifferent countries.
The conference was held during December 11–12, 2020, digitally on Zoom andwas organized by Global Knowledge Research Foundation.
Research submissions in various advanced technology areas were received, andafter a rigorous peer review process with the help of the program committeemembersand external reviewer, 211 papers were accepted with an acceptance rate of 21%. All211 papers of the conference are accommodated in 2 volumes, and also, the papersin the book comprised authors from 15 countries.
This event’s success was possible only with the help and support of our teamand organizations. With immense pleasure and honor, we would like to express oursincere thanks to the authors for their remarkable contributions, all the technicalprogram committee members for their time and expertise in reviewing the paperswithin a very tight schedule and the publisher Springer for their professional help.
We are overwhelmed by our distinguished scholars and appreciate them foraccepting our invitation to join us through the virtual platform and deliver keynotespeeches and technical session chairs for analyzing the research work presented bythe researchers. Most importantly, we are also grateful to our local support team for
v
vi Preface
their hard work for the conference. This series has already been made a continuousseries which will be hosted at different locations every year.
Dhaka, BangladeshXi’an, ChinaRajasthan, India
M. Shamim KaiserJuanying Xie
Vijay Singh Rathore
Contents
An Assessment of Internet Services Usage Among PostgraduateStudents in the Nigerian Defence Academy . . . . . . . . . . . . . . . . . . . . . . . . . 1Angela Adanna Amaefule and Francisca Nonyelum Ogwueleka
Smart Attendance Monitoring System Using Local BinaryPattern Histogram . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35C. Meghana, M. Himaja, and M. Rajesh
An Energy-Efficient Wireless Sensor Deployment for LifetimeMaximization by Optimizing Through Improved ParticleSwarm Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49T. Venkateswarao and B. Sreevidya
Improved Nutrition Management in Maize by Analyzing LeafImages . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65Prashant Narayankar and Priyadarshini Patil
Modified LEACH-B Protocol for Energy-Aware Wireless SensorNetwork for Efficient Network Lifetime . . . . . . . . . . . . . . . . . . . . . . . . . . . . 75Fahrin Rahman, Maruf Hossain, Md. Sabbir Hasan Sohag,Sejuti Zaman, and Mohammad Rakibul Islam
Web Content Authentication: A Machine Learning Approachto Identify Fake and Authentic Web Pages on Internet . . . . . . . . . . . . . . . 85Jayakrishnan Ashok and Pankaj Badoni
Classification of Brain Tumor by Convolution Neural Networks . . . . . . . 105Madhuri Pallod and M. V. Vaidya
Automated Multiple Face Recognition Using Deep Learningfor Security and Surveillance Applications . . . . . . . . . . . . . . . . . . . . . . . . . . 113Nidhi Chand, Nagaratna, Prema Balagannavar, B. J. Darshini,and H. T. Madan
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An App-Based IoT-NFC Controlled Remote Access SecurityThrough Cryptographic Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 125Md. Abbas Ali Khan, Mohammad Hanif Ali,A. K. M. Fazlul Haque, Chandan Debnath, Md. Ismail Jabiullah,and Md. Riazur Rahman
Pneumonia Detection Using X-ray Images and Deep Learning . . . . . . . . 141Chinmay Khamkar, Manav Shah, Samip Kalyani, and Kiran Bhowmick
Autonomous Sailing Boat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153R. Divya, N. Inchara, Zainab A. Muskaan, Prasad B. Honnavalli,and B. R. Charanraj
A Proposed Method to Improve Efficiency in IPv6 NetworkUsing Machine Learning Algorithms: An Overview . . . . . . . . . . . . . . . . . . 165Reema Roychaudhary and Rekha Shahapurkar
Byte Shrinking Approach for Lossy Image Compression . . . . . . . . . . . . . 175Tanuja R. Patil and Vishwanath P. Baligar
Image Encryption Using Matrix Attribute Value Techniques . . . . . . . . . . 185D. Saravanan and S. Vaithyasubramanain
Weather Prediction Based on Seasonal Parameters UsingMachine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 195Manish Mandal, Abdul Qadir Zakir, and Suresh Sankaranarayanan
Analysis of XML Data Integrity Using Multiple Digest Schemes . . . . . . 203Jatin Arora and K. R. Ramkumar
EnhancedSafety andSecurity Features forCANCommunicationin Automotives . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215Venkatesh Mane and Nalini C. Iyer
Fashion Classification and Object Detection Using CNN . . . . . . . . . . . . . . 227Shradha Itkare and Arati Manjaramkar
An Efficient Data Mining Algorithm for Crop Yield Prediction . . . . . . . 237H. V. Chaitra, Ramachandra, Chandani Sah, Saahithi Pradhan,Soundarya Kuralla, and Vanitha Sree
Cognitive Study of Data Mining Techniques in Educational DataMining for Higher Education . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 247Pratiksha Kanwar and Monika Rathore
Python GUI for Language Identification in Real-Time UsingFFNN and MFCC Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259Manjunath Sajjan, Mallamma V. Reddy, and M. Hanumanthappa
Contents ix
Traffic Management System Based on Density Prediction UsingMaching Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 269Suresh Sankaranarayanan, Sumeet Omalur, Sarthak Gupta,Tanya Mishra, and Swasti Sumedha Tiwari
Implementation of Optimized VLSI Architecturefor Montgomery Multiplication Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . 277Arun Thomas, Anu Chalil, and K. N. Sreehari
Artificial Intelligence in Healthcare . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287Saumya Roy, Archana Singh, and Chetna Choudhary
Performance Improvement of Lossy Image Compression Basedon Polynomial Curve Fitting and Vector Quantization . . . . . . . . . . . . . . . 297Shaimaa Othman, Amr Mohamed, Abdelatief Abouali, and Zaki Nossair
Adversarial Deep Learning Attacks—A Review . . . . . . . . . . . . . . . . . . . . . 311Ganesh B. Ingle and Milind V. Kulkarni
Enhancing Security of Cloud Platform with Cloud AccessSecurity Broker . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325Shahnawaz Ahmad, Shabana Mehfuz, and Javed Beg
Machine Learning Based Quality Prediction of Greywater:A Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 337Samir Sadik Shaikh and Rekha Shahapurkar
Blueprint of Blockchain for Land Registry Management in India . . . . . 349Ganesh Khadanaga and Kamal Jain
Dynamic Time Slice Task Scheduling in Cloud Computing . . . . . . . . . . . 359Linz Tom and V. R. Bindu
A Comprehensive Survey of Existing Researcheson NOMA-Based Integrated Satellite-Terrestrial Networksfor 5G . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 369Joel S. Biyoghe and Vipin Balyan
Global Random Walk for the Prediction of MiRNA DiseaseAssociation Using Heterogeneous Networks . . . . . . . . . . . . . . . . . . . . . . . . . 379J. R. Rashmi and Lalitha Rangarajan
IoT Past, Present, and Future a Literary Survey . . . . . . . . . . . . . . . . . . . . . 393Md. Faridul Islam Suny, Md. Monjourur Roshed Fahim,Mushfiqur Rahman, Nishat Tasnim Newaz,and Tajim Md. Niamat Ullah Akhund
Use of Classification Approaches for Takri Text Challenges . . . . . . . . . . . 403Shikha Magotra, Baijnath Kaushik, and Ajay Kaul
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Dynamically Adaptive Cell Clustering in 5G Networks . . . . . . . . . . . . . . . 411K. Sai Tejaswini, Jayashree Balaji, and B. Prem Kumar
Recommendation System Based on Machine Learning and DeepLearning in Varied Perspectives: A Systematic Review . . . . . . . . . . . . . . . 419T. B. Lalitha and P. S. Sreeja
SON Coordination with Priorities for Separation of ParameterRegulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 433Pigilam Swetha, Jayashree Balaji, and B. Prem Kumar
Digit Image Recognition Using an Ensemble of One-Versus-AllDeep Network Classifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 445Abdul Mueed Hafiz and Mahmoud Hassaballah
Recent Developments, Challenges, and Future Scope of VoiceActivity Detection Schemes—A Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 457Shilpa Sharma, Punam Rattan, and Anurag Sharma
A Deep Learning Approach Toward Determining the Effectsof News Trust Factor Based on Source Polarity . . . . . . . . . . . . . . . . . . . . . . 465Ayan Mukherjee and Ratnakirti Roy
A Pilot Study in Software-Defined Networking Using Wiresharkfor Analyzing Network Parameters to Detect DDoS Attacks . . . . . . . . . . 475Josy Elsa Varghese and Balachandra Muniyal
An Interactive Tool for Designing End-To-End Secure Workflows . . . . . 489Ravi Kanth Kotha, N. V. Narendra Kumar, T. Ramakrishnudu,Shruti Purohit, and Harika Nalam
Investigation of Methodologies of Food Volume Estimationand Dataset for Image-Based Dietary Assessment . . . . . . . . . . . . . . . . . . . . 499Prachi Kadam, Nayana Petkar, and Shraddha Phansalkar
A Compact Wideband Patch Antenna with Defected Groundfor Satellite Communication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 513Aditya Kumar Singh, Sweta Singh, Amrees Pandey, Shweta Singh,and Rajeev Singh
Deep Learning for Natural Language Processing . . . . . . . . . . . . . . . . . . . . 523Rachana Patel and Sanskruti Patel
College Project Preservation and Emulation UsingContainerization Over Private Cloud . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 535Yameen Ajani, Krish Mangalorkar, Yohann Nadar,Mahendra Mehra, and Dhananjay Kalbande
Intellectual Property Rights Management Using Blockchain . . . . . . . . . . 545Vidhi Rambhia, Vruddhi Mehta, Ruchi Mehta, Riya Shah, and Dhiren Patel
Contents xi
A Salient Binary Coding Scheme for Face and ExpressionRecognition from Facial Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 553Adiraju Prasanth Rao, Bollipelly PruthviRaj Goud, and D. Lakshmi Padmaja
Low-Cost Smartphone-Controlled Remote Sensing IoT Robot . . . . . . . . 569Tajim Md. Niamat Ullah Akhund, Nishat Tasnim Newaz,Md. Rakib Hossain, and M. Shamim Kaiser
Thermal Image Processing and Analysis for Surveillance UAVs . . . . . . . 577Aasish Tammana, M. P. Amogh, B. Gagan, M. Anuradha,and H. R. Vanamala
Ensemble Methods for Scientific Data—A Comparative Study . . . . . . . . 587D. Lakshmi Padmaja, G. Surya Deepak, G. K. Sriharsha,and G. N. V. Ramana Rao
An Efficacious E-voting Mechanism using Blockchainto Preserve Data Integrity in Fog Nodes . . . . . . . . . . . . . . . . . . . . . . . . . . . . 597K. Uma Maheswari, S. Mary Saira Bhanu, and S. Nickolas
Learning Analytics: A Literature Review and its Challenges . . . . . . . . . . 607Nisha, Archana Singhal, and Sunil Kumar Muttoo
Usage of ICT in Engineering Applications . . . . . . . . . . . . . . . . . . . . . . . . . . 619A. Arun Kumar, M. Shankar Lingam, and Smita Vempati
ICT for Good Governance: Evidence from DevelopmentPerspective . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 627G. S. Raghavendra, M. Shankar Lingam, and J. Vanishree
Low-Power DSME-Based Communication and On-BoardProcessing in UAV for Smart Agriculture . . . . . . . . . . . . . . . . . . . . . . . . . . . 639Nikumani Choudhury and Anakhi Hazarika
Lane Change Assistance Using LiDAR for Autonomous Vehicles . . . . . . 649H. M. Gireesha, Prabha C. Nissimgoudar, Venkatesh Mane,and Nalini C. Iyer
A Systematic Review of Video Analytics Using MachineLearning and Deep Learning—A Survey . . . . . . . . . . . . . . . . . . . . . . . . . . . 659Prashant Narayankar and Vishwanath P. Baligar
Spark-Based Sentiment Analysis of Tweets Using MachineLearning Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 667D. K. Chandrashekar, K. C. Srikantaiah, and K. R. Venugopal
Product Category Recommendation System Using MarkovModel . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 677Krittaya Sivakriskul and Tanasanee Phienthrakul
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Low Code Development Platform for Digital Transformation . . . . . . . . . 689Vaishali S. Phalake and Shashank D. Joshi
The Analogy of Haar Cascade and HOG Approaches for FacialEmotion Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 699M. Aishwarya and N. Neelima
Testing of FPGA Input/Output Pins Using BIST . . . . . . . . . . . . . . . . . . . . . 709S. Gurusharan, R. Rahul Adhithya, S. Sri Harish, and J. P. Anita
Image Enhancement Using GAN (A Re-Modeling of SR-GANfor Noise Reduction) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 721P. Vamsi Kiran Reddy and V. V. Sajith Variyar
Load Balancing and Its Challenges in Cloud Computing:A Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 731Harleen Kaur and Kiranbir Kaur
Predicting the Stock Markets Using Neural Networkwith Auxiliary Input . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 743Sakshi and Sreyan Ghosh
Data Accountability and Security Enhancement in RemoteHealthcare System Using BaaS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 753Apoorva Kulkarni, Sonali Patil, and Rohini Pise
Cloud Computing: An Analysis of Authentication MethodsOver Internet . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 765Ankush Kudale and S. Hemalatha
Transforming India’s Social Sector Using Ontology-BasedTantra Framework . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 775Shreekanth M. Prabhu and Natarajan Subramaniam
Design of Low Power and High-Speed 6-Transistors AdiabaticFull Adder . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 795Minakshi Sanadhya and Devendra Kumar Sharma
Snappy Wheelchair: An IoT-Based Flex Controlled RoboticWheel Chair for Disabled People . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 803Tajim Md. Niamat Ullah Akhund, Gunjon Roy, Animesh Adhikary,Md. Ashraful Alam, Nishat Tasnim Newaz, Masud Rana Rashel,and Mohammad Abu Yousuf
Speed Limit Control and Wildlife Protection . . . . . . . . . . . . . . . . . . . . . . . . 813Venkatesh Mane, Ashwini Kamate, and Nalini C. Iyer
Digital Payments: An Indian Perspective . . . . . . . . . . . . . . . . . . . . . . . . . . . 821Gayatri Doctor and Shravan Engineer
Contents xiii
Race Recognition Using CNN Architecture . . . . . . . . . . . . . . . . . . . . . . . . . . 829R. Rushali and Abdul Jhummarwala
Private Cloud Configuration Using Amazon Web Services . . . . . . . . . . . . 839Ashwini S. Mane and Bharati S. Ainapure
Application of Python Programming and Its Future . . . . . . . . . . . . . . . . . 849Yash Bhatt and Prajakta Pahade
A Survey on Metaheuristics-Based Task Scheduling . . . . . . . . . . . . . . . . . 859Arzoo and Anil Kumar
Smart-Bin: IoT-Based Real-Time Garbage Monitoring Systemfor Smart Cities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 871Raghavendra S. Shekhawat and Deepak Uniyal
Optimization in Artificial Intelligence-Based Devicesand Algorithms for Efficient Training: A Survey . . . . . . . . . . . . . . . . . . . . . 881Priyadarshini Patil and S. M. Meena
Improving the Cyber Security by Applying the Maturity ModelCase: Electricity Industry of Iran . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 891Mohammad Ebrahimnejad Shalmani and Mehran Sepehri
Encryption and Decryption Scheme for IoT CommunicationsUsing Multilevel Encryption . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 899Sanchit Sindhwani, Sabha Sheikh, Saiyed Umer, and Ranjeet Kumar Rout
Susceptibility of Changes in Public Sector Banks with SpecialEmphasis on Some Newly Merged Banks: Focus on Cash FlowRisk . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 907Anita Nandi and Abhijit Dutta
Fusion of Face Recognition and Number Plate Detectionfor Automatic Gate Opening System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 919H. M. Gireesha, Prabha C. Nissimgoudar, and Nalini C. Iyer
Study of Text-to-Speech (TTS) Conversion for Indic Languages . . . . . . . 929Vishal Narvani and Harshal Arolkar
Wireless Sensor Network Based Architecture for AgricultureFarm Protection in India . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 937Dinesh Kumar Kalal and Ankit Bhavsar
Comparative Analysis of Volume Rendering Techniqueson Craniofacial CT Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 945Jithy Lijo, Tripty Singh, Venkatraman Bhat, and Moni Abraham Kuriakose
Implementation of Different MAC Protocols for IoT . . . . . . . . . . . . . . . . . 959S. Santhameena, J. Manikandan, and P. Priyanka
xiv Contents
Analysis of Diseases in Plant’s Leaves Using Deep LearningTechniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 973Abhilasha, Vaibhav Vyas, Vijay Singh Rathore, and Neelam Chaplot
On Statistical Tools in Finding Equitable Antimagic Labelingof Complete Graphs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 985Antony Puthussery, I. Sahul Hamid, and Xavier Chelladurai
Identifying the Alterations in the Microbiome UsingClassification and Clustering Analysis: A Path TowardsMicrobiome Bio-Tech Innovations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 997Hitesh Vijan and Prashant R. Kharote
Segmentation of Brain Tumor fromMR Images Using SegX-Netan Hybrid Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1007M. Ravikumar and B. J. Shivaprasad
Digital India eGovernance Initiative for Tribal Empowerment:Performance Dashboard of the Ministry of Tribal Affairs . . . . . . . . . . . . 1017Naval Jit Kapoor, Ashutosh Prasad Maurya, Raghu Raman,Kumar Govind, and Prema Nedungadi
A Review on the Contribution of IoT in Various Domainsof Supply Chain Industry . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1029Ramesh Shahabade
Optimization-Based Boosting Feature Selection Methodfor Water Quality Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1041M. Durairaj and T. Suresh
Data Analytics Implementations in Indian e-Governance . . . . . . . . . . . . . 1051Prashant Kumar Mittal, Anjali Dhingra, and Ashutosh Prasad Maurya
Image Fusion in Multi-view Videos Using SURF Algorithm . . . . . . . . . . . 1061B. L. Yashika and Vinod B. Durdi
Multi-device Login Monitoring for Google Meet Using PathCompressed Double-Trie and User Location . . . . . . . . . . . . . . . . . . . . . . . . 1073Anish Patil, Ankur Singh, and Neha Chauhan
Analysis of Various Boosting Algorithms Used for Detectionof Fraudulent Credit Card Transactions . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1083Kaneez Zainab, Namrata Dhanda, and Qamar Abbas
ICT Tools for Fishermen Assistance in India . . . . . . . . . . . . . . . . . . . . . . . . 1093Sandhya Kiran and Anusha D. Shetti
Mood Analysis of Bengali Songs Using Deep Neural Networks . . . . . . . . 1103Devjyoti Nath and Shanta Phani
Contents xv
Human Voice Sentiment Identification Using Support VectorMachine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1115Preeti Chawaj and S. R. Khot
Statistical Analysis of Thermal Image Features to DiscriminateBreast Abnormalities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1129Aayesha Hakim and R. N. Awale
MIMO Systems in Wireless Communications: State of the Art . . . . . . . . 1141Mehak Saini and Surender K. Grewal
Hydrogen by Process ofWater Electrolysis for PowerGenerationand a Review of Fuel Cell Technologies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1155Dipen S. Patel and Rajab Challoo
Iris Presentation Attack Detection for Mobile Devices . . . . . . . . . . . . . . . . 1165Meenakshi Choudhary, Vivek Tiwari, and U. Venkanna
Enhanced Performance of Novel Patch Antenna Sub-arrayDesign for Use in L-Band Ground Station Receiver TerminalsLinked to Aerospace Platforms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1175T. A. Ajithlal, R. Gandhiraj, G. A. Shanmugha Sundaram,and K. A. Pradeep Kumar
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1185
Editors and Contributors
About the Editors
Dr. M. Shamim Kaiser is currently working as Professor at the Institute ofInformation Technology of Jahangirnagar University, Savar, Dhaka-1342,Bangladesh. He received his bachelor’s and master’s degrees in Applied PhysicsElectronics and Communication Engineering from the University of Dhaka,Bangladesh, in 2002 and 2004, respectively, and the Ph.D. degree inTelecommunication Engineering from the Asian Institute of Technology (AIT)Pathumthani, Thailand, in 2010. His current research interests include dataanalytics, machine learning, wireless network & signal processing, cognitive radionetwork, big data and cyber security, and renewable energy. He has authored morethan 100 papers in different peer-reviewed journals and conferences. He isAssociate Editor of the IEEE Access Journal, and Guest Editor of BrainInformatics Journal and Cognitive Computation Journal. Dr. Kaiser is a lifemember of Bangladesh Electronic Society; Bangladesh Physical Society. He is alsoa senior member of IEEE, USA, and IEICE, Japan, and an active volunteer of theIEEE Bangladesh Section. He is Founding Chapter Chair of the IEEE BangladeshSection Computer Society Chapter.
Dr. Juanying Xie is currently Professor with Shaanxi Normal University, Xi’an,China. He has been Full Professor at the School of Computer Science of ShaanxiNormal University in PR China. His research interests include machine learning,data mining, and biomedical data analysis. He has published around 50 researchpapers, and published two monograph books. He has been Associate Editor ofHealth Information Science and Systems. He has been a program committeemember of several international conferences, such as the International Conferenceon Health Information Science. He has been a senior member of China ComputerFederation (CCF), a member of Chinese Association for Artificial Intelligence(CAAI), a member of Artificial Intelligence and Pattern Recognition Committee ofCCF, and a member of Machine Learning Committee of CAAI, etc. He has been apeer reviewer for many journals, such as Information Sciences and IEEE
xvii
xviii Editors and Contributors
Transactions on Cybernetics. He was awarded Ph.D. in signal and informationprocessing from Xidian University. He cooperated with Prof. Xiaohui Liu at BrunelUniversity in UK from 2010 to 2011 in machine learning and gene selectionresearch. He received an engineering master’s degree in the application technologyof computers at Xidian University and a bachelor’s degree of science in computerscience at Shanxi Normal University.
Dr. Vijay Singh Rathore is presently working as Professor in the Department ofCS and IT, IIS (Deemed to be) University, Jaipur (India). He received Ph.D. fromthe University of Rajasthan and has teaching experience of 20 years. He is Secretary,ACM Jaipur Chapter, Past Chairman, CSI Jaipur Chapter, got two patents published,Ph.D. Supervised (Awarded: 16, Under Supervision: 7), 80+ research papers, and10+ books got published. He is handling international affairs of The IIS University,Jaipur. His research areas are Internet security, cloud computing, big data, and IoT.
Contributors
Qamar Abbas Ambalika Institute of Technology and Management, Lucknow,India
Abhilasha Banasthali Vidhyapeeth, Vanasthali, Rajastan, India
Abdelatief Abouali Faculty of Computer Science, El-Shorouk Academy, Cairo,Egypt
Mohammad Abu Yousuf Institute of Information Technology, JahangirnagarUniversity, Savar, Dhaka, Bangladesh
Animesh Adhikary Department of Computer Science and Engineering, DaffodilInternational University, Dhaka, Bangladesh
Shahnawaz Ahmad Department of Electrical Engineering, Jamia Millia Islamia,New Delhi, India
Bharati S. Ainapure Vishwakarma University, Pune, India
M. Aishwarya Department of Electronics and Communication Engineering,Amrita School of Engineering Bengaluru, Amrita Vishwa Vidyapeetham,Bengaluru, India
Yameen Ajani Fr. Conceicao Rodrigues College of Engineering, University ofMumbai, Mumbai, Maharashtra, India
T. A. Ajithlal SIERS Research Laboratory, Department of Electronics andCommunication Engineering, Amrita School of Engineering, Amrita VishwaVidyapeetham, Coimbatore, India
Editors and Contributors xix
Tajim Md. Niamat Ullah Akhund Department of Computer Science andEngineering, Daffodil International University, Dhaka, Bangladesh;Institute of Information Technology, Jahangirnagar University, Dhaka, Bangladesh
Mohammad Hanif Ali Jahangirnagar University, Dhaka, Bangladesh
Angela Adanna Amaefule Department of Cyber Security, Nigerian DefenceAcademy, Kaduna, Nigeria
M. P. Amogh PES University, Bengaluru, Karnataka, India
J. P. Anita Department of Electronics and Communication Engineering, AmritaSchool of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, Coimbatore,India
M. Anuradha PES University, Bengaluru, Karnataka, India
Harshal Arolkar GLS University, Ahmedabad, India
Jatin Arora Chitkara University Institute of Engineering and Technology, ChitkaraUniversity, Rajpura, Punjab, India
Arzoo Guru Nanak Dev University, Amritsar, India
Jayakrishnan Ashok University of PetroleumandEnergyStudies,Dehradun, India
Md. Ashraful Alam Department of Computer Science and Engineering, DaffodilInternational University, Dhaka, Bangladesh
R. N. Awale Veermata Jijabai Technological Institute, Mumbai, India
Pankaj Badoni University of Petroleum and Energy Studies, Dehradun, India
Prema Balagannavar REVA University, Kattigenahalli, Yelahanka, Bengaluru,India
Jayashree Balaji Smart World and Communications, Larsen & ToubroConstructions, Chennai, India
Vishwanath P. Baligar School of Computer Science and Engineering, KLETechnological University, Hubballi, India
Vipin Balyan Cape Peninsula University of Technology, Cape Town, South Africa
Javed Beg Oracle, Bengaluru, India
Venkatraman Bhat Narayana Health, Bengaluru, India
Yash Bhatt Computer Science and Engineering, Prof Ram Meghe College ofEngineering & Management, Amravati, Maharashtra, India
Ankit Bhavsar GLS University, Ahmedabad, India
Kiran Bhowmick Dwarkadas J, Sanghvi College of Engineering, Mumbai, India
xx Editors and Contributors
V. R. Bindu School of Computer Sciences,MahatmaGandhiUniversity, Kottayam,Kerala, India
Joel S. Biyoghe Cape Peninsula University of Technology, Cape Town, SouthAfrica
H. V. Chaitra Nitte Meenakshi Institute of Technology, Bangalore, Karnataka,India
Anu Chalil Department of Electronics and Communication Engineering, AmritaViswa Vidhyapeetham, Vallikavu, India
Rajab Challoo EECS Department, Texas A&MUniversity-Kingsville, Kingsville,TX, USA
Nidhi Chand REVA University, Kattigenahalli, Yelahanka, Bengaluru, India
D. K. Chandrashekar Department of CSE, SJB Institute of Technology,Bangalore, Karnataka, India
Neelam Chaplot Poornima College of Engineering, Jaipur, Rajastan, India
B. R. Charanraj PES University, Bangalore, India
Neha Chauhan Department of Information Technology, National Institute ofTechnology Karnataka, Surathkal, India
Preeti Chawaj Department of Electronics and Telecommunication Engineering,D.Y. Patil College of Engineering and Technology, Kolhapur, India
Xavier Chelladurai CHRIST (Deemed to be University), Bengaluru, India
Chetna Choudhary ASET, Amity University, Noida, Uttar Pradesh, India
Meenakshi Choudhary IIIT Naya Raipur, Naya Raipur, Chhattisgarh, India
Nikumani Choudhury BITS Pilani, Hyderabad, India
B. J. Darshini REVA University, Kattigenahalli, Yelahanka, Bengaluru, India
Chandan Debnath National University, Gagipur, Bangladesh
Namrata Dhanda Amity University, Lucknow Campus, Lucknow, India
Anjali Dhingra National Informatics Centre Services Incorporated, New Delhi,India
R. Divya PES University, Bangalore, India
Gayatri Doctor Faculty of Management, CEPT University, Ahmedabad, India
M. Durairaj School of Computer Science and Engineering, BharathidasanUniversity, Trichy, Tamil Nadu, India
Vinod B. Durdi Dayananda Sagar College of Engineering, Bangalore, India
Editors and Contributors xxi
Abhijit Dutta Department of Commerce, Sikkim University, Gangtok, India
Shravan Engineer Faculty of Management, CEPT University, Ahmedabad, India
Md. Faridul Islam Suny Department of Computer Science and Engineering,Daffodil International University, Dhaka, Bangladesh
B. Gagan PES University, Bengaluru, Karnataka, India
R. Gandhiraj SIERS Research Laboratory, Department of Electronics andCommunication Engineering, Amrita School of Engineering, Amrita VishwaVidyapeetham, Coimbatore, India
Sreyan Ghosh Computer Science and Engineering, Christ University, Bangalore,India
H. M. Gireesha KLE Tchnological University, Vidyanagar, Hubballi, Karnataka,India
Kumar Govind United Nations Development Programme, New Delhi, India
Surender K. Grewal D.C.R.U.S.T, Murthal, Haryana, India
Sarthak Gupta Department of Information Technology, SRM Institute of Scienceand Technology, Chennai, India
S. Gurusharan Department of Electronics and Communication Engineering,Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham,Coimbatore, India
Abdul Mueed Hafiz Department of ECE, Institute of Technology, University ofKashmir, Srinagar, J&K, India
Aayesha Hakim Veermata Jijabai Technological Institute, Mumbai, India
M. Hanumanthappa Department of Computer Science and Applications,Bangalore University, Bangalore, India
A. K. M. Fazlul Haque Department of Computer Science and Engineering,Daffodil International University, Dhaka, Bangladesh
Mahmoud Hassaballah Department of Computer Science, Faculty of Computersand Information, South Valley University, Qena, Egypt
Anakhi Hazarika Indian Institute of InformationTechnologyGuwahati,Guwahati,India
S. Hemalatha Karpagam Academy of Higher Education, Coimbatore, India
M. Himaja Department of Computer Science and Engineering, Amrita School ofEngineering, Amrita Vishwa Vidyapeetham, Bengaluru, India
Prasad B. Honnavalli PES University, Bangalore, India
Maruf Hossain University of Dhaka, Dhaka, Bangladesh
xxii Editors and Contributors
N. Inchara PES University, Bangalore, India
Ganesh B. Ingle Vishwakarma University, Pune, India
Mohammad Rakibul Islam IslamicUniversity ofTechnology,Dhaka,Bangladesh
Shradha Itkare Department of Information Technology, Shri GuruGobind SinghjiInstitute of Engineering and Technology, Nanded, Maharashtra, India
Nalini C. Iyer KLE Tchnological University, Vidyanagar, Hubballi, Karnataka,India
Md. Ismail Jabiullah Department of Computer Science and Engineering, DaffodilInternational University, Dhaka, Bangladesh
Kamal Jain IIT Roorkee, Roorkee, India
Abdul Jhummarwala Bhaskaracharya National Institute for Space Applicationsand Geo-Informatics, Gandhinagar, Gujarat, India
Shashank D. Joshi College of Engineering, Bharati Vidyapeeth (Deemed to be)University, Pune, India
Prachi Kadam Symbiosis Institute of Technology (SIT), Symbiosis InternationalDeemed University, Pune, India
Dinesh Kumar Kalal GLS University, Ahmedabad, India
Dhananjay Kalbande Sardar Patel Institute of Technology, University ofMumbai,Mumbai, Maharashtra, India
Samip Kalyani Dwarkadas J, Sanghvi College of Engineering, Mumbai, India
Ashwini Kamate KLE Technological UniversityHubballi, Hubballi, India
Pratiksha Kanwar Rajasthan Technical University, Kota, India
Naval Jit Kapoor Ministry of Tribal Affairs, Government of India, New Delhi,India
Ajay Kaul SoCSE, SMVDU, Katra, J&K, India
Harleen Kaur Guru Nanak Dev University, Amritsar, India
Kiranbir Kaur Guru Nanak Dev University, Amritsar, India
Baijnath Kaushik SoCSE, SMVDU, Katra, J&K, India
Ganesh Khadanaga NIC, New Delhi, India
Chinmay Khamkar Dwarkadas J, Sanghvi College of Engineering,Mumbai, India
Md. Abbas Ali Khan Department of Computer Science and Engineering, DaffodilInternational University, Dhaka, Bangladesh;Jahangirnagar University, Dhaka, Bangladesh
Editors and Contributors xxiii
Prashant R. Kharote Mukesh Patel School of Technology Management andEngineering, NMIMS University, Mumbai, India
S. R. Khot Department of Electronics and Telecommunication Engineering, D.Y.Patil College of Engineering and Technology, Kolhapur, India
Sandhya Kiran Karnatak University Post Graduation Center, Karwar, Karnataka,India
Ravi Kanth Kotha IDRBT, Hyderabad, India;NIT, Warangal, India
Ankush Kudale Karpagam Academy of Higher Education, Coimbatore, India
Apoorva Kulkarni Department of Information Technology, Pimpri ChinchwadCollege of Engineering, Pune, India
Milind V. Kulkarni Science & Technology, Vishwakarma University, Pune, India
A. Arun Kumar Department of CSE, Balaji Institute of Technology and Science,Warangal, India
Anil Kumar Guru Nanak Dev University, Amritsar, India
Soundarya Kuralla Nitte Meenakshi Institute of Technology, Bangalore,Karnataka, India
Moni Abraham Kuriakose CochinCancerResearch Institute,Kochi,Kerala, India
D. Lakshmi Padmaja Department of Information Technology, Anurag University,Venkatapur, India
T. B. Lalitha Department of Computer Application, Hindustan Institute ofTechnology and Science, Chennai, India
Jithy Lijo Christ Academy Institute for Advanced Studies, Bengaluru, India
M. Shankar Lingam NIRDPR, Hyderabad and University of Mysore, Mysore,India
H. T. Madan REVA University, Kattigenahalli, Yelahanka, Bengaluru, India
Shikha Magotra SoCSE, SMVDU, Katra, J&K, India
Manish Mandal Department of Information Technology, SRM Institute of Scienceand Technology, Chennai, India
Ashwini S. Mane Vishwakarma University, Pune, India
Venkatesh Mane KLE Tchnological University, Vidyanagar, Hubballi, Karnataka,India
Krish Mangalorkar Fr. Conceicao Rodrigues College of Engineering, Universityof Mumbai, Mumbai, Maharashtra, India
xxiv Editors and Contributors
J. Manikandan PES University, Bangalore, India
Arati Manjaramkar Department of Information Technology, Shri Guru GobindSinghji Institute of Engineering and Technology, Nanded, Maharashtra, India
S. Mary Saira Bhanu National Institute of Technology, Tiruchirappalli, TamilNadu, India
Ashutosh Prasad Maurya National Informatics Centre Services Incorporated,New Delhi, India
S. M. Meena School of Computer Science, KLE Technological University,Hubbali, Karnataka, India
C. Meghana Department of Computer Science and Engineering, Amrita School ofEngineering, Amrita Vishwa Vidyapeetham, Bengaluru, India
Shabana Mehfuz Oracle, Bengaluru, India
Mahendra Mehra Fr. Conceicao Rodrigues College of Engineering, University ofMumbai, Mumbai, Maharashtra, India
Ruchi Mehta VJTI, Mumbai, India
Vruddhi Mehta VJTI, Mumbai, India
Tanya Mishra Department of Information Technology, SRM Institute of Scienceand Technology, Chennai, India
Prashant Kumar Mittal National Informatics Centre Services Incorporated, NewDelhi, India
Amr Mohamed Faculty of Engineering, Helwan University, Cairo, Egypt
Md. Monjourur Roshed Fahim Department of Computer Science andEngineering, Daffodil International University, Dhaka, Bangladesh
Ayan Mukherjee Areteans Tech, Kolkata, India
Balachandra Muniyal Department of Information and CommunicationTechnology, Manipal Institute of Technology, Manipal Academy of HigherEducation, Manipal University, Manipal, India
Zainab A. Muskaan PES University, Bangalore, India
Sunil Kumar Muttoo Department of Computer Science, University of Delhi,Delhi, India
Yohann Nadar Fr. Conceicao Rodrigues College of Engineering, University ofMumbai, Mumbai, Maharashtra, India
Nagaratna REVA University, Kattigenahalli, Yelahanka, Bengaluru, India
Harika Nalam Gavs Technologies, Chennai, India
Editors and Contributors xxv
Anita Nandi Academy of Professional Courses, Dr B C Roy Engineering College,Durgapur, West Bengal, India
Prashant Narayankar School of Computer Science and Engineering, KLETechnological University, Hubballi, India
N. V. Narendra Kumar IDRBT, Hyderabad, India
Vishal Narvani GLS University, Ahmedabad, India
Devjyoti Nath Bengal Institute of Technology, Kolkata, West Bengal, India
Prema Nedungadi AmritaCREATE, Amrita Vishwa Vidyapeetham, Amritapuri,India;Department of Computer Science, Amrita Vishwa Vidyapeetham, Amritapuri, India
N. Neelima Department of Electronics and Communication Engineering, AmritaSchool of Engineering Bengaluru, Amrita Vishwa Vidyapeetham, Bengaluru, India
Nishat Tasnim Newaz Institute of Information Technology, JahangirnagarUniversity, Savar, Dhaka, Bangladesh
S. Nickolas National Institute of Technology, Tiruchirappalli, Tamil Nadu, India
Nisha Department of Computer Science, University of Delhi, Delhi, India
Prabha C. Nissimgoudar KLE Tchnological University, Vidyanagar, Hubballi,Karnataka, India
Zaki Nossair Faculty of Engineering, Helwan University, Cairo, Egypt
Francisca Nonyelum Ogwueleka Department of Cyber Security, NigerianDefence Academy, Kaduna, Nigeria
Sumeet Omalur Department of Information Technology, SRM Institute of Scienceand Technology, Chennai, India
Shaimaa Othman Faculty of Engineering, Helwan University, Cairo, Egypt;Faculty of Computer Science, El-Shorouk Academy, Cairo, Egypt
D. Lakshmi Padmaja Anurag Group of Institutions, Ghatkesar, India
Prajakta Pahade Computer Science and Engineering, Prof Ram Meghe Collegeof Engineering & Management, Amravati, Maharashtra, India
Madhuri Pallod Department of Information Technology, SGGS Institute ofEngineering & Technology, Nanded, Maharashtra, India
Amrees Pandey Department of Electronics and Communication, University ofAllahabad, Prayagraj, India
Dhiren Patel VJTI, Mumbai, India
Dipen S. Patel EECS Department, Texas A&M University-Kingsville, Kingsville,TX, USA
xxvi Editors and Contributors
Rachana Patel Faculty ofComputer Science andApplications, CharotarUniversityof Science and Technology, Changa, Gujarat, India
Sanskruti Patel Faculty of Computer Science and Applications, CharotarUniversity of Science and Technology, Changa, Gujarat, India
Anish Patil Department of Information Technology, National Institute ofTechnology Karnataka, Surathkal, India
Priyadarshini Patil School of Computer Science, KLE Technological University,Hubbali, Karnataka, India
Sonali Patil Department of Information Technology, Pimpri Chinchwad College ofEngineering, Pune, India
Tanuja R. Patil K.L.E. Technological University, Hubballi, India
Nayana Petkar Symbiosis Institute of Technology (SIT), Symbiosis InternationalDeemed University, Pune, India
Vaishali S. Phalake College of Engineering, Bharati Vidyapeeth (Deemed to be)University, Pune, India
Shanta Phani Bengal Institute of Technology, Kolkata, West Bengal, India
Shraddha Phansalkar Symbiosis Institute of Technology (SIT), SymbiosisInternational Deemed University, Pune, India
Tanasanee Phienthrakul Department of Computer Engineering, Faculty ofEngineering, Mahidol University, NakhonPathom, Thailand
Rohini Pise Department of Information Technology, Pimpri Chinchwad College ofEngineering, Pune, India
Shreekanth M. Prabhu CMR Institute of Technology, Bengaluru, India
K. A. Pradeep Kumar SIERS Research Laboratory, Department of Electronicsand Communication Engineering, Amrita School of Engineering, Amrita VishwaVidyapeetham, Coimbatore, India
Saahithi Pradhan NitteMeenakshi Institute of Technology, Bangalore, Karnataka,India
B. Prem Kumar Smart World and Communications, Larsen & ToubroConstructions, Chennai, India
P. Priyanka PES University, Bangalore, India
Bollipelly PruthviRaj Goud Department of Information Technology, AnuragUniversity, Venkatapur, India
Shruti Purohit Amazon, Bengaluru, India
Antony Puthussery CHRIST (Deemed to be University), Bengaluru, India
Editors and Contributors xxvii
G. S. Raghavendra CMS, Jain University, Bengaluru, India
Fahrin Rahman Islamic University of Technology, Dhaka, Bangladesh
Md. Riazur Rahman Department of Computer Science and Engineering, DaffodilInternational University, Dhaka, Bangladesh
Mushfiqur Rahman Department of Computer Science and Engineering, DaffodilInternational University, Dhaka, Bangladesh
R. Rahul Adhithya Department of Electronics and Communication Engineering,Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham,Coimbatore, India
M. Rajesh Department of Computer Science and Engineering, Amrita School ofEngineering, Amrita Vishwa Vidyapeetham, Bengaluru, India
Md. Rakib Hossain Department of CSE, Daffodil International University, Dhaka,Bangladesh
Ramachandra Nitte Meenakshi Institute of Technology, Bangalore, Karnataka,India
T. Ramakrishnudu NIT, Warangal, India
Raghu Raman AmritaCREATE, Amrita Vishwa Vidyapeetham, Amritapuri, India
G. N. V. Ramana Rao Wipro Ltd, Hyderabad, India
Vidhi Rambhia VJTI, Mumbai, India
K. R. Ramkumar Chitkara University Institute of Engineering and Technology,Chitkara University, Rajpura, Punjab, India
Masud Rana Rashel Department of Computer Science and Engineering, DaffodilInternational University, Dhaka, Bangladesh;University of Evora, Evora, Portugal
Lalitha Rangarajan Department of Studies in Computer Science, University ofMysore, Mysore, India
Adiraju Prasanth Rao Department of Information Technology, AnuragUniversity, Venkatapur, India
J. R. Rashmi Department of Studies in Computer Science, University of Mysore,Mysore, India
Monika Rathore Rajasthan Technical University, Kota, India
Vijay Singh Rathore IIS University, Jaipur, Rajastan, India
Punam Rattan Department of Computer Application, CT University, Ludhiana,India
xxviii Editors and Contributors
M. Ravikumar Department of Computer Science, Kuvempu University, Shimoga,Karnataka, India
Mallamma V. Reddy Rani Channamma University Belagavi, Godihal, Karnataka,India
Ranjeet Kumar Rout Department of Computer Science andEngineering,NationalInstitute of Technology Srinagar, Jammu and Kashmir, India
Gunjon Roy Department of Computer Science and Engineering, DaffodilInternational University, Dhaka, Bangladesh
Ratnakirti Roy Dr. B. C. Roy Engineering College Academy of ProfessionalCourses, Durgapur, India
Saumya Roy ASET, Amity University, Noida, Uttar Pradesh, India
Reema Roychaudhary St. Vincent Pallotti College of Engineering andTechnology, Nagpur, Maharashtra, India;Oriental University, Indore, Madhya Pradesh, India
R. Rushali National Institute of Technology, Aizawl, Mizoram, India
Md. Sabbir Hasan Sohag Islamic University of Technology, Dhaka, Bangladesh
Chandani Sah Nitte Meenakshi Institute of Technology, Bangalore, Karnataka,India
I. Sahul Hamid The Madura College, Madurai, India
K. Sai Tejaswini Smart World and Communications, Larsen & ToubroConstructions, Chennai, India
Mehak Saini D.C.R.U.S.T, Murthal, Haryana, India
V. V. Sajith Variyar Department of Computational Engineering and Networking,Amrita Vishwa Vidyapeetham, Coimbatore, India
Manjunath Sajjan Rani Channamma University Belagavi, Godihal, Karnataka,India
Sakshi Computer Science and Engineering, Siddaganga Institute of Technology,Tumkur, India
Minakshi Sanadhya Department of Electronics and Communication Engineering,SRM Institute of Science and Technology NCR Campus, Ghaziabad, India
Suresh Sankaranarayanan Department of Information Technology, SRMInstitute of Science and Technology, Chennai, India
S. Santhameena PES University, Bangalore, India
Editors and Contributors xxix
D. Saravanan Faculty of Operations & IT, ICFAI Business School (IBS), TheICFAI Foundation for Higher Education (IFHE), (Deemed to be university u/s 3 ofthe UGC Act 1956), Hyderabad, India
Mehran Sepehri Sharif University of Technology, Tehran, Iran
Manav Shah Dwarkadas J, Sanghvi College of Engineering, Mumbai, India
Riya Shah VJTI, Mumbai, India
Ramesh Shahabade Terna Engineering College, Nerul, Navi Mumbai,Maharashtra, India
Rekha Shahapurkar Oriental University, Indore, Madhya Pradesh, India;Computer Science and Engineering Department, Oriental University, Indore, India
Samir Sadik Shaikh Computer Science and Engineering Department, OrientalUniversity, Indore, India
Mohammad Ebrahimnejad Shalmani Ministry of Energy, Tehran, Iran
M. Shamim Kaiser IIT, Jahangirnagar University, Dhaka, Bangladesh
M. Shankar Lingam University of Mysore, Mysore, India;NIRDPR, Hyderabad, India
G. A. Shanmugha Sundaram SIERS Research Laboratory, Department ofElectronics and Communication Engineering, Center for ComputationalEngineering and Networking, Amrita School of Engineering, Amrita VishwaVidyapeetham, Coimbatore, India
Anurag Sharma Department of Computer Science and Engineering, GNAUniversity, Phagwara, India
Devendra Kumar Sharma Department of Electronics and CommunicationEngineering, SRM Institute of Science and Technology NCR Campus, Ghaziabad,India
Shilpa Sharma Department of CSE, CT University, Ludhiana, India
Sabha Sheikh Department of Computer Science and Engineering, NationalInstitute of Technology Srinagar, Jammu and Kashmir, India
Raghavendra S. Shekhawat Graphic Era University, Dehradun, India
Anusha D. Shetti Government of Arts and Science College, Karwar, Karnataka,India
B. J. Shivaprasad Department of Computer Science, Kuvempu University,Shimoga, Karnataka, India
Sanchit Sindhwani Department of Computer Science and Engineering, Dr B RAmbedkar National Institute of Technology, Jalandhar, India
xxx Editors and Contributors
Aditya Kumar Singh Department of Electronics and Communication, Universityof Allahabad, Prayagraj, India
Ankur Singh Department of Information Technology, National Institute ofTechnology Karnataka, Surathkal, India
Archana Singh ASET, Amity University, Noida, Uttar Pradesh, India
Rajeev Singh Department of Electronics and Communication, University ofAllahabad, Prayagraj, India
Shweta Singh Department of Electronics and Communication, IIT(ISM)Dhanbad,Dhanbad, India
Sweta Singh Department of Electronics and Communication, University ofAllahabad, Prayagraj, India
Tripty Singh Amrita School of Engineering, Bengaluru, India
Archana Singhal IP College, University of Delhi, Delhi, India
Krittaya Sivakriskul Department of Computer Engineering, Faculty ofEngineering, Mahidol University, NakhonPathom, Thailand
Vanitha Sree NitteMeenakshi Institute ofTechnology,Bangalore,Karnataka, India
K. N. Sreehari Department of Electronics and Communication Engineering,Amrita Viswa Vidhyapeetham, Vallikavu, India
P. S. Sreeja Department of Computer Application, Hindustan Institute ofTechnology and Science, Chennai, India
B. Sreevidya Department of Computer Science and Engineering, Amrita School ofEngineering, Amrita Vishwa Vidyapeetham, Bengaluru, India
S. Sri Harish Department of Electronics and Communication Engineering, AmritaSchool of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, Coimbatore,India
G. K. Sriharsha Cognizant Technology Solutions Pvt. Ltd, Bengaluru, India
K. C. Srikantaiah Department of CSE, SJB Institute of Technology, Bangalore,Karnataka, India
Natarajan Subramaniam PES University, Bangalore, India
T. Suresh School of Computer Science and Engineering, BharathidasanUniversity,Trichy, Tamil Nadu, India
G. Surya Deepak Anurag Group of Institutions, Ghatkesar, India
Pigilam Swetha Smart World and Communication, Larson & ToubroConstructions, Chennai, India
Aasish Tammana PES University, Bengaluru, Karnataka, India
Editors and Contributors xxxi
Arun Thomas Department of Electronics and Communication Engineering,Amrita Viswa Vidhyapeetham, Vallikavu, India
Swasti Sumedha Tiwari Department of Information Technology, SRM Institute ofScience and Technology, Chennai, India
Vivek Tiwari IIIT Naya Raipur, Naya Raipur, Chhattisgarh, India
Linz Tom Department of Computer Science, Assumption College,Changanacherry, Kerala, India
K. Uma Maheswari National Institute ofTechnology,Tiruchirappalli, TamilNadu,India
Saiyed Umer Department of Computer Science and Engineering, Aliah University,Kolkata, West Bengal, India
Deepak Uniyal Graphic Era University, Dehradun, India
M. V. Vaidya Department of Information Technology, SGGS Institute ofEngineering & Technology, Nanded, Maharashtra, India
S. Vaithyasubramanain PG and Research Department of Mathematics, D. G.Vaishnav College, Chennai, India
P. Vamsi Kiran Reddy Department of Computational Engineering andNetworking, Amrita Vishwa Vidyapeetham, Coimbatore, India
H. R. Vanamala PES University, Bengaluru, Karnataka, India
J. Vanishree NIRDPR, Hyderabad, India
Josy Elsa Varghese Department of Information and Communication Technology,Manipal Institute of Technology, Manipal Academy of Higher Education, ManipalUniversity, Manipal, India
Smita Vempati University of Mysore, Mysore, India
U. Venkanna IIIT Naya Raipur, Naya Raipur, Chhattisgarh, India
T. Venkateswarao Department of Computer Science and Engineering, AmritaSchool of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru, India
K. R. Venugopal Bangalore University, Bangalore, Karnataka, India
Hitesh Vijan Mukesh Patel School of Technology Management and Engineering,NMIMS University, Mumbai, India
Vaibhav Vyas Banasthali Vidhyapeeth, Vanasthali, Rajastan, India
B. L. Yashika Dayananda Sagar College of Engineering, Bangalore, India
Kaneez Zainab Amity University, Lucknow Campus, Lucknow, India