Mobile Radio Communications and 5G Networks: Proceedings of Third MRCN 2022

687 Pages·2023·22.804 MB·English

by  Nikhil Marriwala, C.C. Tripathi, Shruti Jain, Dinesh Kumar

Lecture Notes in Networks and Systems 588
Nikhil Marriwala
C. C. Tripathi
Shruti Jain
Dinesh Kumar   Editors
Mobile Radio
Communications
and 5G Networks
Proceedings of Third MRCN 2022
Lecture Notes in Networks and Systems
Volume 588
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, 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,
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
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· · ·
Nikhil Marriwala C. C. Tripathi Shruti Jain
Dinesh Kumar
Editors
Mobile Radio
Communications and 5G
Networks
Proceedings of Third MRCN 2022
Editors
Nikhil Marriwala C. C. Tripathi
University Institute of Engineering NITTTR
and Technology (UIET) Bhopal, India
Kurukshetra University
Kurukshetra, India Dinesh Kumar
Department of Electrical and Computer
Shruti Jain System Engineering
Department of Electronics RMIT University
and Communication Engineering Melbourne, VIC, Australia
Jaypee University of Information
Technology
Solan, Himachal Pradesh, India
ISSN 2367-3370 ISSN 2367-3389 (electronic)
Lecture Notes in Networks and Systems
ISBN 978-981-19-7981-1 ISBN 978-981-19-7982-8 (eBook)
https://doi.org/10.1007/978-981-19-7982-8
© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature
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Preface
This conference provides a platform and aid to the researches involved in designing
systems that permit the societal acceptance of ambient intelligence. The overall goal
of this conference is to present the latest snapshot of the ongoing research as well
as to shed further light on future directions in this space. This conference aims to
serve for industry research professionals who are currently working in the field of
academia research and research industry to improve the life span of the general public
in the area of recent advances and upcoming technologies utilizing cellular systems,
2G/2.5G/3G/4G/5G and beyond, LTE, WiMAX, WMAN, and other emerging broad-
band wireless networks, WLAN, WPAN, and other homes/personal networking
technologies, pervasive and wearable computing and networking, small cells and
femtocell networks, wireless mesh networks, vehicular wireless networks, cognitive
radio networks and their applications, wireless multimedia networks, green wire-
less networks, standardization activities of emerging wireless technologies, power
management, signal processing, and energy conservation techniques. This confer-
ence will provide support to the researchers involved in designing decision support
systems that will permit the societal acceptance of ambient intelligence. It presents
the latest research being conducted on diverse topics in intelligent technologies to
advance knowledge and applications in this rapidly evolving field. The conference
is seen as a turning point in developing the quality of human life and performance in
the future; therefore, it has been identified as the theme of the conference. Authors
were invited to submit papers presenting novel technical studies as well as position
and vision papers comprising hypothetical/speculative scenarios.
5G technology is a truly revolutionary paradigm shift, enabling multimedia
communications between people and devices from any location. It also underpins
exciting applications such as sensor networks, smart homes, telemedicine, and auto-
mated highways. This book will provide a comprehensive introduction to the under-
lying theory, design techniques, and analytical tools of 5G and wireless communica-
tions, focusing primarily on the core principles of wireless system design. The book
will begin with an overview of wireless systems and standards. The characteristics of
the wireless channel are then described, including their fundamental capacity limits.
Various modulation, coding, and signal processing schemes are then discussed in
v
vi Preface
detail, including state-of-the-art adaptive modulation, multicarrier, spread spectrum,
and multiple antenna techniques. The book will be a valuable reference for engineers
in the wireless industry. This book will be extremely valuable not only to graduate
students pursuing research in wireless systems but also to engineering professionals
who have the task of designing and developing future 5G wireless technologies.
For the proper review of each manuscript, every received manuscript was first
checked for plagiarism, and then the manuscript was sent to three reviewers. In
this process, the committee members were involved, and the whole process was
monitored and coordinated by General Chair. The Technical Program Committee
involved senior academicians and researchers from various reputed institutes. The
members were from India as well as abroad. The technical program mainly involves
the review of the paper. The conference has had an acceptance ratio of 18.9%.
An overwhelming response was received from the researchers, academicians, and
industry from all over the globe. The papers were received from pan-India with places
such as Punjab, Himachal, Uttar Pradesh, Maharashtra, Tamil Nadu, Chhat-
tisgarh, Telangana, Rajasthan, Uttarakhand, Kerala, Odisha, Rajasthan, Uttar
Pradesh, Delhi, J&K, and Andhra Pradesh. The authors from premium insti-
tutes IITs, NITs, Central Universities, NSIT, PU, and many other reputed institutes
participated in the conference.
Organizers of MRCN-2022 are thankful to University Institute of Engineering
and Technology, Kurukshetra University, Kurukshetra (UIET, KUK), which was
established by Kurukshetra University in 2004 to develop as a “Centre of Excellence”
and offer quality technical education and to undertake research in Engineering and
Technology for providing the necessary resources to organize such a mega event.
UIET, KUK under the dynamic leadership of Prof. (Dr.) Som Nath Sachdeva,
Honorable Vice-Chancellor, Kurukshetra University, Kurukshetra, and Prof. (Dr.)
Sunil Dhingra, Director UIET, KUK, has established itself as a role model for
Engineering and Technology Education not only for the State of Haryana but for the
world over to meet the challenges of the twenty-first century.
The editors would like to express their sincere gratitude to Patron of the Confer-
ence MRCN-2022 Prof. (Dr.) Som Nath Sachdeva, Honorable Vice-Chancellor,
Kurukshetra University, Kurukshetra; Prof. (Dr.) Sunil Dhingra, Director UIET,
KUK, Dean, Engineering and Technology Kurukshetra University, Kurukshetra,
and Convener of the Conference; Prof. (Dr.) Dinesh Kant Kumar, Professor
at RMIT University, Melbourne; Prof. (Dr.) Carol Fung, Concordia Univer-
sity, Canada, Special Guest at the conference; Dr. Utkarsh Srivastava , Western
Michigan University, USA; Prof. S. Jagannathan, Rutledge-Emerson Distinguished
Professor of Electrical and Computer Engineering, Missouri University of Science
and Technology, USA; Dr. Vijay Garg, Co-Coordinator of MRCN-2022, all General
Chairs, Plenary Speakers, Invited Keynote Speakers, Reviewers, Technical Program
Committee Members, International Advisory Committee Members, and Local Orga-
nizing, Committee Members of MRCN-2022, without whose support, the quality
and standards of the conference could not be maintained. Special thanks to the
Springer and its team for this valuable publication. Over and above, we would like
Preface vii
to express our deepest sense of gratitude to UIET, Kurukshetra University, Kuruk-
shetra, for hosting this conference. We are thankful to All India Council for Tech-
nical Education (AICTE) for sponsoring the International conference MRCN-2022
event.
Kurukshetra, India Nikhil Marriwala
Bhopal, India C. C. Tripathi
Solan, India Shruti Jain
Melbourne, Australia Dinesh Kumar
Contents
Android Malwares with Their Characteristics and Threats ............ 1
Tejpal Sharma and Dhavleesh Rattan
Design of a Novel Side Chaining Model for Improving
the Performance of Security Aware E-Voting Applications ............. 13
Hemlata Wamanrao Kohad, Sunil Kumar, and Asha Ambhaikar
Optimized Activation Function-Based SAR Ship Detection ............ 29
Vishal Gupta, Monish Gupta, and Nikhil Marriwala
Elimination and Restoring Deduplicated Storage for Multilevel
Integrated Approach with Cost Estimation ........................... 39
Francis Antony Xavier Bronson, Xavier Francis Jency,
Vairamani Sai Shanmugaraja, Saravanan Elumalai,
and Gowrishankar Senthil Velan
DEEC Protocol with ACO-Based Cluster Head Selection
in Wireless Sensor Network ........................................ 53
Renu Jangra, Ankita Chhikara, Jyoti Saini, and Ramesh Kait
Effective Communication in NDN via Transient Popular Content
Caching at Edge ................................................... 63
Divya Gupta, Ankit Bansal, Shivani Wadhwa, and Kamal Deep Garg
Performance of HMRF-Based Unsupervised Segmentation
and Random Walk Segmentation Algorithms for Gallbladder MRI .... 71
Koushik Chakraborty and Arunava De
Breast Cancer Detection Using Deep Learning ....................... 85
Bhavin Gami, Khushi Chauhan, and Brijeshkumar Y. Panchal
Transferring Pre-trained Deep CNNs on Plantar Thermograms
for Diabetic Foot Disease ........................................... 97
Vikas Khullar, Raj Gaurang Tiwari, Ambuj Kumar Agarwal,
and Mohit Angurala
ix
x Contents
Sensory Nerve Conduction System with Non-invasive Glucose
Monitoring Using Iot-Based Assessment ............................. 109
V. Vidya Lakshmi, S. Manju, S. A. Anushka, P. Aruna,
R. Dharini Devi, and Katuru Gowthami
Detection and Classification of Waste for Segregation Based
on Machine Learning .............................................. 119
Pradnya Borkar and Krutika Channe
Healthcare Framework for Privacy-Preserving Based
on Hyperledger Fabric ............................................. 133
Nidhi Raghav and Anoop Kumar Bhola
A Modified Approach for Accuracy Enhancement in Intruder
Detection with Optimally Certain Features ........................... 149
Shivani Gaba, Shally Nagpal, Alankrita Aggarwal, Suneet Kumar,
and Pardeep Singh
An Ensemble (CNN-LSTM) Model for Severity Detection
of Bacterial Blight Rice Disease ..................................... 159
Shweta Lamba, Anupam Baliyan, Vinay Kukreja,
and Ramamani Tripathy
Intelligent Detection of DDoS Attack in IoT Network ................. 173
Parul Gahelot, Pradeepta Kumar Sarangi, and Lekha Rani
Integration of IoT for MANET Network Security ..................... 185
Chetna, Shikha, Sunil Gupta, and Tejinder Kaur
Detection of Tomato Leaf Ailment Using Convolutional Neural
Network Technique ................................................ 193
Richa Thakur, Sanjukta Mohanty, Paresh Kumar Sethy, Nikhil Patro,
Priyanka Sethy, and Arup Abhinna Acharya
The Repercussion of AI Tools for Professionals in the Term
of Compensation and Leadership on the Employee Retention
and Job Satisfaction ............................................... 203
Ravinder Kaur and Hardeep Kaur
A Critical Analysis of AI-Based Techniques for Heart Disease
Prediction ........................................................ 215
Deepika Arora, Avinash Sharma, and B. K. Agarwal
Empirical Analysis of Existing Procurement and Crop Testing
Process for Cocoa Beans in Ghana .................................. 229
Richard Essah, Darpan Anand, and Surender Singh