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Wireless Communication with Artificial Intelligence

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The reference text covers emerging wireless communication technologies, such as massive MIMO, mmWave, and visible light communication. It will be an ideal reference text for senior undergraduate, graduate students, and professionals in the fields of electrical engineering, and electronics and commu...

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  • August 2, 2024
  • 351
  • 2022/2023
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,Chapter 1 Advanced Wireless Communications for Future Technologies-6G and beyond
6GS. S. Kiran, M. Rajan Babu, B. Kiranmai, and K. Gurucharan

Chapter 2 Comprehensive Method of Distributed Denial of Service Detection by Artificial
Neural NetworkK. Kumar, M. Khari, and A. Kumar

Chapter 3 Energy-Efficient Massive MIMO for Future Generation Wireless
Communication SystemsJagtar Singh, Anuj Singal, and Deepak Kedia

Chapter 4 IoT Based One-to-One Security Web Application for Smart HomeHarsha
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 ReviewRohit Kumar and Gaurav Bathla

Chapter 6 Maximum Utilization of WDM-PON Resources to Enhance Reachability of
Access NetworkDinesh Kumar Verma and Amit Kumar Garg

Chapter 7 Observations on Learning and Tracking Challenges of Online Microwave
Engineering TeachingV. A. Sankar Ponnapalli

Chapter 8 Performance Analysis of OOK and L-PPM Modulated VLC System with
Imperfect CSI over LOS and Non-LOS ChannelVipul Dixit and Atul Kumar

Chapter 9 Narrowband Internet of Things (NB-IoT) – Analysis of Deployment Mode and
Radio CoverageRasveen, Shilpy Agrawal, and Khvati Chopra

Chapter 10 Design of Printed Dipole Antenna Array for Directional Sensing
ApplicationsT. 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 OpportunitiesRasveen, Shilpy Agrawal, and Khvati
Chopra

Chapter 12 Comprehensive Analysis of S-Parameters of 2-D MODFET for Microwave
ApplicationsRamnish Kumar

Chapter 13 U-Shape Planar Antenna Design Effects Using CSTRishu Bhatia, Renuka
Arora, Rakesh Joon, and Sanjima

Chapter 14 Smart Traffic Light Controller Using Edge Detection in Digital Signal
ProcessingAayush Chibber, Anuarg, Rohit Anand, and Jagtar Singh

Chapter 15 Performance Analysis of Non-orthogonal Multiple Access over Orthogonal
Multiple AccessPurnima K. Sharma, Dinesh Sharma, E. Kusuma Kumari, and T. J. V.
Subrahmanyeswara Rao

, Chapter 16 Advanced Wireless cum Digital Health Care and Artificial HumanAaryan
sharma and Arvind Rehalia

Chapter 17 Data Security on Internet of Things Devices Using the Public-Key
Cryptography MethodRutvik Patel

Chapter 18 PAPR Reduction in MIMO-OFDM System Using Artificial Neural
NetworkKhushboo Pachori, Harpreet Kaur, Sarabpreet Kaur, and Manpreet Kaur




1 Advanced Wireless Communications for
Future Technologies-6G and beyond 6G
S. S. Kiran, M. Rajan Babu, B. Kiranmai, and K. Gurucharan

Department of ECE, Lendi Institute of Engineering & Technology, Andhra Pradesh, India

1. CONTENTS
2. 1.1 Introduction
3. 1.2 Emerging Cases of 6G Systems:
4. 1.3 Communications in the Terahertz Band
5. 1.3.1 Apply THz Band Communications Cases
6. 1.3.2 The THz Band's Equipment
7. 1.3.3 The THz Band's Physical Layer Modeling
8. 1.3.4 THz Band Communications – Medium Access Control
9. 1.3.5 Open THz Band Communications Problems
10. 1.4 Environments for Intelligent Communication
11. 1.4.1 Intelligent Communication Environments Include the Following
12. 1.4.2 Intelligent Communication Environments Have a Layered Structure
13. 1.4.3 Apply Intelligent Environments Case Studies
14. 1.4.4 Intelligent Environments – Open Problems
15. 1.5 Artificial Intelligence Pervasive
16. 1.5.1 Artificial Intelligence in “Physical Layer”
17. 1.5.2 Artificial Intelligence in Network Orchestration and Management
18. 1.5.3 Learning from a “Quantum Machine”
19. 1.5.4 Open Difficulties for Pervasive Artificial Intelligence
20. 1.6 Automation in the Network
21. 1.6.1 Programmable Data Planes Defined by Software
22. 1.6.2 Decomposition and Orchestration of Services on an Automatic Basis
23. 1.6.3 Networks of Self-Driving Cars
24. 1.7 Reconfigurable Transceiver Front-Ends for 6G Radio
25. 1.7.1 All-Spectrum Sensing and Access in a Dynamic Model
26. 1.7.2 Design of a Multi-Band Transceiver

, 27. 1.8 Communications in the “Ambient Backscatter”
28. 1.8.1 Backscatter Communications Operation Principles
29. 1.8.2 Ambient Backscatter Communications Problems with Open Problems
30. 1.9 The Internet of Space Things for Cubesats and UAVs
31. 1.9.1 Subsystem for Multi-Band Communications
32. 1.9.2 Design of the System Constellation
33. 1.10 Multi-User MIMO Communication Networks of Cell-Free MuMCNF
34. 1.10.1 Cell-Free MU-MIMO Communication Systems Channel Characteristics
35. 1.10.2 Open Problems in MU-MIMO Communications without a Cell
36. 1.11 Technologies for a Future above and beyond 6G
37. 1.11.1 Nano Things Internet
38. 1.11.2 Bio-Nano-Things Internet for Health Applications
39. 1.11.3 Quantum Communications
40. 1.12 Tentative Timeline for 6G
41. 1.13 Conclusion
42. References

DOI: 10.1201/9781003230526-1

1.1 INTRODUCTION
In the past few years, wireless communication technologies have made significant advancements.
The current 5G innovations that contain standard methods for interpreting like system
softwarization and optimization, mm-wave, and ultra-densification through the implementation of
novel cellular networks have benefitted product technology solutions, intellectuals, academic
researchers, standards bodies, and end-users significantly. VAR, e-commerce, mobile payments,
processor interactions, and superior wireless broadband, among other emerging technologies and
verticals, have shown 5G's tremendous opportunities, which continue to adapt and evolve to a
broad range of new use cases. However, as societal requirements change, the number of new use
cases that 5G cannot adequately service has significantly increased. For instance, volumetric
teleportation, the next era of VAR, demands a Tbps-level transmission rate and a fraction of a
second delay, most of which are difficult to attain even with 5G's millimeter wave (mmWave)
frequency bands. Accelerated manufacturing industry and the transition from the Fourth Industrial
Revolution to the eventual Industry-X.0 standard will drive 5G network density even ahead of the
106 km2 metric, requiring a reassessment of existing network management techniques.

Furthermore, as connection density increases, so will expectations for greater energy efficiency,
which 5G is not intended to meet. As a result, the research community has shifted its focus on the
aforementioned significant challenges. For instance, we think the existing innovations in terahertz
band transmissions, smart surfaces and surroundings, and network automation may promise
advanced wireless communications for future technologies.

To accomplish this objective, a combination of social demands and emerging technologies that
assist in meeting those criteria are the most significant factors for a millennial to jump beyond
conventional mobile networks. Taken mutually, essential factors provide a strong argument for a
vigorous debate on the future era of advanced wireless technologies, often referred to as 6G

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