Digital Twin Technology

253 Pages·2021·14.975 MB·English

by  Gopal Chaudhary, Manju Khari, Mohamed Elhoseny

Digital Twin Technology

Digital Twin Technology
Edited by
Gopal Chaudhary, Manju Khari, and
Mohamed Elhoseny
First edition published 2022
by CRC Press
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Library of Congress Cataloging‑in‑Publication Data
A catalog record for this book has been requested
ISBN: 9780367677954 ( hbk)
ISBN: 9780367677978 ( pbk)
ISBN: 9781003132868 ( ebk)
DOI: 10.1201/9781003132868
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Contents
Editors ......................................................................................................................vii
Contributors ..............................................................................................................ix
Chapter 1 Digital Twin Technology: An Evaluation .............................................1
Vanitha Jain, N. Luthra, and D. Saini
Chapter 2 Digital Twin: Towards Internet of Drones .........................................23
J. Arora and M. Tushir
Chapter 3 Digital Twin in Agriculture Sector: Detection of Disease Using
Deep Learning ....................................................................................47
Meenu Gupta, M. Kumari, and C. Ved
Chapter 4 Crop Diseases Detection and Prevention Using AI and Machine
Learning Techniques ..........................................................................61
Meenu Gupta, Rakesh Kumar, and Divya Singh
Chapter 5 Architecture of Digital Twin for Network Forensic Analysis
Using Nmap and Wireshark ...............................................................83
Kapil Kumar and Manju Khari
Chapter 6 Wind Catchers as Earth Building: Digital Twins vs Green
Sustainable Architecture ..................................................................105
Hamed Niroumand, Charles J. Kibert, Somayeh Asadi,
Fatemeh Mahdavi, and Hadi Arabi
Chapter 7 Digital Twin and the Detection and Location of DoS Attacks to
Secure Cyber-Physical UAS .............................................................135
Gita Donkal and Anjali Donkal
Chapter 8 Digital Twin Techniques in Recognition of Human Action
Using the Fusion of Convolutional Neural Network ........................165
Meenu Gupta, Rakesh Kumar, and Sapna Dewari
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Chapter 9 eVote – A Decentralized Voting Platform ........................................187
Vanita Jain, Akanshu Raj, Abhishek Tanwar,
and Mridul Khurana
Chapter 10 Nessus: A Vulnerability Scanner Tool in Network Forensic ...........205
Himanshu
Chapter 11 Case Studies Related to Depression Detection Using Deep
Learning Techniques ........................................................................219
Jagannath Jayanti, Madhavendra Singh, and Vibhuti Jain
Index ......................................................................................................................237
Editors
Dr. Gopal Chaudhary is currently working as an assistant professor in Bharati
Vidyapeeth’s College of Engineering, Guru Gobind Singh Indraprastha University,
Delhi, India. He holds a Ph.D. in biometrics at the division of Instrumentation and
Control Engineering, Netaji Subhas Institute of Technology, University of Delhi,
India. He received B.E. degree in electronics and communication engineering in
2009 and the MTech degree in microwave and optical communication from Delhi
Technological University ( formerly known as Delhi College of Engineering), New
Delhi, India, in 2012. He has 30 publications in refereed national/ international jour-
nals and conferences ( e.g. Elsevier, Springer, Inderscience) in the area of biometrics
and its applications. His current research interests include soft computing, intelligent
systems, information fusion, and pattern recognition. He has organized many confer-
ences and contributed to special issues.
Dr. Manju Khari is an assistant professor in Netaji Subhas University of Technology,
East Campus, Delhi, India. She is also the professor- in-charge of the IT Services of
the Institute and has experience of more than twelve years in network planning and
management. She holds a Ph.D. in computer science & engineering from National
Institute of Technology, Patna. She received her Master’s degree in information
security from Ambedkar Institute of Advanced Communication Technology and
Research, formerly known as Ambedkar Institute of Technology affiliated to Guru
Gobind Singh Indraprastha University, Delhi, India. Her research interests are soft-
ware testing, information security, optimization, image processing, and machine
learning. She has published more than 100 papers in refereed national/ international
journals and conferences ( viz. IEEE, ACM, Springer, Inderscience, and Elsevier),
and 6 book chapters in a Springer book. She is also a co-author of two books pub-
lished by NCERT of Secondary and Senior Secondary School.
Dr. Mohamed Elhoseny is currently an assistant professor at the Faculty of
Computers and Information, Mansoura University. Dr. Elhoseny has been appointed
as an ACM Distinguished Speaker from 2019 to 2022. Collectively, Dr. Elhoseny
authored/ co-authored over 85 ISI journal articles in high-ranked and prestigious
journals such as IEEE Transactions on Industrial Informatics ( IEEE), IEEE
Transactions on Reliability ( IEEE), Future Generation Computer Systems (E lsevier),
and Neural Computing and Applications ( Springer). Besides, Dr. Elhoseny authored/
edited 15 international books ( 11 published by Springer, 2 published by Taylor&
Francis, 1  published by Elsevier, and 1 published by IGI Global). His research inter-
ests include smart cities, network security, artificial intelligence, internet of things,
and intelligent systems. Dr. Elhoseny serves as the Editor- in-Chief of International
Journal of Smart Sensor Technologies and Applications ( IGI Global). Moreover,
he is an Associate Editor of many journals such as IEEE Journal of Biomedical
and Health Informatics ( IEEE), IEEE Access ( IEEE), Scientific Reports (N ature),
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viii Editors
IEEE Future Directions ( IEEE), Remote Sensing ( MDPI), and International Journal
of E-Services and Mobile Applications ( IGI Global), and Applied Intelligence
( Springer). He also served as the c o-chair, the publication chair, the program chair,
and the track chair for several international conferences published by IEEE and
Springer. Dr. Elhoseny is the E ditor- in-Chief of the Studies in Distributed Intelligence
Springer Book Series, the Editor- in-Chief of The Sensors Communication for Urban
Intelligence CRC P ress-Taylor& Francis Book Series, and the E ditor- in-Chief of
The Distributed Sensing and Intelligent Systems CRC Press-Taylor& Francis Book
Series. He was granted several awards by diverse funding bodies such as the Young
Researcher Award in Artificial Intelligence from the Federation of Arab Scientific
Research Councils in 2019, Obada International Prize for young distinguished sci-
entists 2020, the Egypt State Encouragement Award in 2018, the best Ph.D. thesis in
Mansoura University in 2015, the SRGE best young researcher award in 2017, and the
membership of The Egyptian Young Academy of Science ( EYAS) in 2019. Besides,
he is a TPC Member or Reviewer in 50+ international conferences and workshops.
He has also been reviewing papers for 80+ international journals including IEEE
Communications Magazine, IEEE Transactions on Intelligent Transportation
Systems, IEEE Sensors Letters, IEEE Communication Letters, Elsevier Computer
Communications, Computer Networks, Sustainable Cities and Society, Wireless
Personal Communications, and Expert Systems with Applications. Dr. Elhoseny has
been invited as a guest in many media programs to comment on technologies and
related issues.
Contributors
Hadi Arabi Himanshu
Department of Architecture Department of Computer Science and
Engineering Engineering
Pars University of Architecture and Art Ambedkar Institute of Advanced
Tehran, Iran Communication Technologies and
Research
J. Arora New Delhi, India
IT Department
Maharaja Surajmal Institute of Vanita Jain
Technology Department of Information Technology
New Delhi, India Bharati Vidyapeeth’s College of
Engineering
Somayeh Asadi New Delhi, India
Department of Architectural
Engineering Vibhuti Jain
Pennsylvania State University Department of Computer Science
State College, Pennsylvania Guru Gobind Singh Indraprastha
University
Sapna Dewari New Delhi, India
Computer Science and Engineering
Department Jagannath Jayanti
Chandigarh University Department of Computer Science
Punjab, India Guru Gobind Singh Indraprastha
University
Anjali Donkal New Delhi, India
MCA Department
National Institute of Technology Manju Khari
Kurukshetra, India School of Computer and System
Sciences
Gita Donkal Jawaharlal Nehru University
CSE Department New Delhi, India
Chandigarh University
Punjab, India Mridul Khurana
Department of Information
Meenu Gupta Technology
Computer Science and Engineering Bharati Vidyapeeth’s College of
Department Engineering
Chandigarh University New Delhi, India
Punjab, India
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