Wireless Communication with Artificial Intelligence: Emerging Trends and Applications (Wireless Communications and Networking Technologies)

369 Pages·2022·52.139 MB·English

by  Anuj Singal (editor), Sandeep Kumar (editor), Sajjan Singh (editor), Ashish Kr. Luhach (editor)

Wireless Communication with
Artificial Intelligence
This reference text discusses advances in wireless communication, design challenges,
and future research directions to design reliable wireless communication.
The text discusses emerging technologies, including wireless sensor networks,
Internet of Things (IoT), cloud computing, mm-Wave, Massive MIMO, cognitive
radios (CR), visible light communication (VLC), wireless optical communication,
signal processing, and channel modeling. The text covers artificial intelligence-based
applications in wireless communication, machine-learning techniques and challenges
in wireless sensor networks, and deep learning for channel and bandwidth estimation
during optical wireless communication.
This book will be useful for senior undergraduate, graduate students, and
professionals in the fields of electrical engineering, and electronics and
communication engineering.
Wireless Communications and Networking
Technologies: Classifications, Advancement
and Applications
Series Editor: D.K. Lobiyal, R.S. Rao and Vishal Jain
The series addresses different algorithms, architecture, standards and protocols, tools,
and methodologies that could be beneficial in implementing next-generation mobile
networks for communication. Aimed at senior undergraduate students, graduate stu-
dents, academic researchers, and professionals, the proposed series will focus on the
fundamentals and advances of wireless communication and networking, as well as
mobile ad-hoc network (MANET), wireless sensor network (WSN), wireless mess
network (WMN), vehicular ad-hoc networks (VANET), vehicular cloud network
(VCN), vehicular sensor network (VSN) reliable cooperative network (RCN), mobile
opportunistic network (MON), delay tolerant networks (DTN), flying ad-hoc network
(FANET) and wireless body sensor network (WBSN).
Cloud Computing Enabled Big-Data Analytics in Wireless Ad-hoc Networks
Sanjoy Das, Ram Shringar Rao, Indrani Das, Vishal Jain and Nanhay Singh
Smart Cities
Concepts, Practices, and Applications
Krishna Kumar, Gaurav Saini, Duc Manh Nguyen, Narendra Kumar and Rachna Shah
Wireless Communication
Advancements and Challenges
Prashant Ranjan, Ram Shringar Rao, Krishna Kumar and Pankaj Sharma
Wireless Communication with Artificial Intelligence
Emerging Trends and Applications
Anuj Singal, Sandeep Kumar, Sajjan Singh and Ashish Kr. Luhach
Computational Intelligent Security in Wireless Communications
Suhel Ahmad Khan, Rajeev Kumar, Omprakash Kaiwartya, Raees Ahmad Khan and
Mohammad Faisal
For more information about this series, please visit: https://www.routledge.com/Wireless
%20Communications%20and%20Networking%20Technologies/book-series/WCANT
Wireless Communication
with Artificial Intelligence
Emerging Trends and Applications
Edited by
Anuj Singal, Sandeep Kumar, Sajjan Singh,
and Ashish Kr. Luhach
First edition published 2023
by CRC Press
6000 Broken Sound Parkway NW, Suite 300, Boca Raton, FL 33487-2742
and by CRC Press
4 Park Square, Milton Park, Abingdon, Oxon, OX14 4RN
CRC Press is an imprint of Taylor & Francis Group, LLC
© 2023 selection and editorial matter, Anuj Singal, Sandeep Kumar, Sajjan Singh and
Ashish Kr. Luhach; individual chapters, the contributors
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and publisher cannot assume responsibility for the validity of all materials or the
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Library of Congress Cataloguing-in-Publication Data
A catalog record for this title has been requested
ISBN: 978-1-032-13712-4 (hbk)
ISBN: 978-1-032-13713-1 (pbk)
ISBN: 978-1-003-23052-6 (ebk)
DOI: 10.1201/9781003230526
Typeset in Times
by MPS Limited, Dehradun
Contents
Preface.......................................................................................................................ix
Editors.......................................................................................................................xi
Contributors............................................................................................................xiii
Chapter 1 Advanced Wireless Communications for Future Technologies-6G
and beyond 6G....................................................................................1
S. S. Kiran, M. Rajan Babu, B. Kiranmai, and K. Gurucharan
Chapter 2 Comprehensive Method of Distributed Denial of Service
Detection by Artificial Neural Network...........................................27
K. Kumar, M. Khari, and A. Kumar
Chapter 3 Energy-Efficient Massive MIMO for Future Generation
Wireless Communication Systems....................................................45
Jagtar Singh, Anuj Singal, and Deepak Kedia
Chapter 4 IoT Based One-to-One Security Web Application for
Smart Home.......................................................................................67
Harsha Vardan Maddiboyina, V. A. Sankar Ponnapalli, and
A. Naresh Kumar
Chapter 5 Use of Multi-Channels and MAC Layer Issues in Mobile Ad
Hoc Networks: A Detailed Review..................................................83
Rohit Kumar and Gaurav Bathla
Chapter 6 Maximum Utilization of WDM-PON Resources to Enhance
Reachability of Access Network.....................................................119
Dinesh Kumar Verma and Amit Kumar Garg
Chapter 7 Observations on Learning and Tracking Challenges of Online
Microwave Engineering Teaching..................................................133
V. A. Sankar Ponnapalli
Chapter 8 Performance Analysis of OOK and L-PPM Modulated
VLC System with Imperfect CSI over LOS and Non-LOS
Channel............................................................................................143
Vipul Dixit and Atul Kumar
v
vi Contents
Chapter 9 Narrowband Internet of Things (NB-IoT) – Analysis of
Deployment Mode and Radio Coverage........................................169
Rasveen, Shilpy Agrawal, and Khvati Chopra
Chapter 10 Design of Printed Dipole Antenna Array for Directional
Sensing Applications.......................................................................181
T. Anilkumar, M. Rajan Babu, B. T. P. Madhav, and
M. Venkateswara Rao
Chapter 11 Analysis of Energy Efficient Narrowband Internet of
Things (NB-IoT): LPWAN Comparison, Challenges,
and Opportunities............................................................................197
Rasveen, Shilpy Agrawal, and Khvati Chopra
Chapter 12 Comprehensive Analysis of S-Parameters of 2-D MODFET
for Microwave Applications...........................................................219
Ramnish Kumar
Chapter 13 U-Shape Planar Antenna Design Effects Using CST....................237
Rishu Bhatia, Renuka Arora, Rakesh Joon, and Sanjima
Chapter 14 Smart Traffic Light Controller Using Edge Detection in
Digital Signal Processing................................................................251
Aayush Chibber, Anuarg, Rohit Anand, and Jagtar Singh
Chapter 15 Performance Analysis of Non-orthogonal Multiple Access over
Orthogonal Multiple Access...........................................................273
Purnima K. Sharma, Dinesh Sharma, E. Kusuma Kumari,
and T. J. V. Subrahmanyeswara Rao
Chapter 16 Advanced Wireless cum Digital Health Care and
Artificial Human..............................................................................295
Aaryan sharma and Arvind Rehalia
Chapter 17 Data Security on Internet of Things Devices Using the
Public-Key Cryptography Method..................................................317
Rutvik Patel
Contents vii
Chapter 18 PAPR Reduction in MIMO-OFDM System Using Artificial
Neural Network...............................................................................329
Khushboo Pachori, Harpreet Kaur, Sarabpreet Kaur,
and Manpreet Kaur
Index......................................................................................................................349

Preface
This book aims to provide more relevant information regarding Emerging Trends in
Wireless Communication using Artificial Intelligence. This information is
beneficial for students, academics, and researchers from industry who wish to
know more about the recent trends of wireless communication. In the past few
years, wireless communication technologies have made significant advancements.
Also, the demands of high-speed wireless communication, high data rate, high
efficiency, and more reliable networking have been increasing steadily. The
massive growth of the Internet and the advances in wired and wireless network
technologies fulfill this demand. However, this increased demand raises many
critical security challenges that must be addressed to allow for the broad
deployment of new technologies. So, the book provides a wide range of
emerging wireless communication technologies and facilitates researchers,
engineers, and students to share the latest research results and the advanced
research methods of the field. This book describes the need, design challenges,
advancements, and future research direction to design reliable wireless
communication.
Further, it covers many emerging wireless communication technologies like
Wireless Sensor Network, Internet of Things (IoT), Cloud Computing, mm-Wave,
Massive MIMO, Cognitive Radios (CR), Visible Light Communication (VLC),
Optical wireless communication, signal processing, and channel modeling, etc. This
will give direction for future research to scientists and researchers working in
emerging wireless communication technologies. The book highlights the
importance of developing these technologies actively. The future of wireless
networks seems to be faster, wiser, and more efficient. Implementation strategies
and future research directions meet the ongoing design and application
requirements of several modern and real-time applications. The book would be a
better choice than most available books, which were published long ago and hence
don’t address the current needs of advancement in wireless communication with
Artificial Intelligence, topics seldom elaborated on in old books. Features of this
book are that it
• Reviews the challenges, advancements and future research direction to
design reliable wireless communication.
• Highlights new techniques and applications in wireless communication
with practical implementation.
• Facilitates future research development and collaborations.
• Promotes mutual understanding of researchers in different disciplines of
wireless communication.
• Reviews learning methods in emerging trends in wireless communication
with artificial intelligence.
• Covers real-time applications.
ix