Название: Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication
Автор: Editor E. S. Gopi
Издательство: Springer
Год: 2021
Страниц: 639
Размер: 30,04 МБ
Формат: PDF
Язык: English

This book is a collection of best selected research papers presented at the Conference on Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication (MDCWC 2020) held during October 22nd to 24th 2020, at the Department of Electronics and Communication Engineering, National Institute of Technology Tiruchirappalli, India. The presented papers are grouped under the following topics (a) Machine Learning, Deep learning and Computational intelligence algorithms (b)Wireless communication systems and (c) Mobile data applications and are included in the book.

Название: Cooperative Control of Complex Network Systems with Dynamic Topologies
Автор: Guanghui Wen, Wenwu Yu, Yuezu Lv, Peijun Wang
Издательство: CRC Press
Год: 2021
Страниц: 305
Размер: 26.08 МБ
Формат: PDF
Язык: English

Far from being separate entities, many social and engineering systems can be considered as complex network systems (CNSs) associated with closely linked interactions with neighbouring entities such as the Internet and power grids. Roughly speaking, a CNS refers to a networking system consisting of lots of interactional individuals, exhibiting fascinating collective behaviour that cannot always be anticipated from the inherent properties of the individuals themselves.

Название: Process Operational Safety and Cybersecurity: A Feedback Control Approach
Автор: Zhe Wu, Panagiotis D. Christofides
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 302
Размер: 10,2 Mb
Язык: English

This book is focused on the development of rigorous, yet practical, methods for the design of advanced process control systems to improve process operational safety and cybersecurity for a wide range of nonlinear process systems.
Process Operational Safety and Cybersecurity develops designs for novel model predictive control systems accounting for operational safety considerations, presents theoretical analysis on recursive feasibility and simultaneous closed-loop stability and safety, and discusses practical considerations including data-driven modeling of nonlinear processes, characterization of closed-loop stability regions and computational efficiency.

Название: Stability Analysis and Controller Design of Local Model Networks
Автор: Christian Mayr
Издательство: Springer
Год: 2021
Страниц: 125
Язык: английский
Формат: pdf (true), epub
Размер: 13,8 MB

This book treats various methods for stability analysis and controller design of local model networks (LMNs). LMNs have proved to be a powerful tool in nonlinear dynamic system identification. Their system architecture is more suitable for controller design compared to alternative approximation methods. The main advantage is that linear controller design methods can be, at least locally, applied and combined with nonlinear optimization to calibrate stable state feedback as well as PID controller. The calibration of stable state-feedback controllers is based on the closed loop stability analysis methods. Here, global LMIs (Linear Matrix Inequalities) can be derived and numerically solved. For LMN based nonlinear PID controllers deriving global LMIs is not possible. Thus, two approaches are treated in this book. The first approach works iteratively to get LMIs in each iteration step. The second approach uses a genetic algorithm to determine the PID controller parameters where for each individual the stability is checked. It allows simultaneous enhancement of (competing) optimization criteria.

Название: Fiber-Optic Communication Systems, 5th Edition
Автор: Govind P. Agrawal
Издательство: Wiley
Год: 2021
Формат: PDF
Страниц: 535
Размер: 25,4 Mb
Язык: English

Discover the latest developments in fiber-optic communications with the newest edition of this leading textbook
In the newly revised fifth edition of Fiber-Optic Communication Systems, accomplished researcher and author, Dr. Govind P. Agrawal, delivers brand-new updates and developments in the science of fiber optics communications. The book contains substantial additions covering the topics of coherence detection, space division multiplexing, and more advanced subjects.

Название: Task Intelligence for Search and Recommendation
Автор: Chirag Shah, Ryen W White
Издательство: Morgan & Claypool
Год: 2021
Страниц: 162
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

While great strides have been made in the field of search and recommendation, there are still challenges and opportunities to address information access issues that involve solving tasks and accomplishing goals for a wide variety of users. Specifically, we lack intelligent systems that can detect not only the request an individual is making (what), but also understand and utilize the intention (why) and strategies (how) while providing information and enabling task completion. Many scholars in the fields of information retrieval, recommender systems, productivity (especially in task management and time management), and artificial intelligence have recognized the importance of extracting and understanding people's tasks and the intentions behind performing those tasks in order to serve them better.

Название: Visual Analysis of Multilayer Networks
Автор: Fintan McGee
Издательство: Morgan & Claypool
Год: 2021
Формат: PDF
Страниц: 152
Размер: 10 Mb
Язык: English

The emergence of multilayer networks as a concept from the field of complex systems provides many new opportunities for the visualization of network complexity, and has also raised many new exciting challenges. The multilayer network model recognizes that the complexity of relationships between entities in real-world systems is better embraced as several interdependent subsystems (or layers) rather than a simple graph approach.

Название: Telecom Extreme Transformation: The Road to a Digital Service Provider
Автор: Kaveh Hushyar, Harald Braun
Издательство: CRC Press
Год: 2021
Страниц: 259
Язык: английский
Формат: pdf (true)
Размер: 10.9 MB

Telecommunication companies deliver digital bits to the customers for a fee. There are two kinds of bits: "fast and faster dumb bits" which is capital intensive with low margins, and "intelligent bits" with additional content component and with higher margin. Traditional Communication Service Providers (CSPs) have gone through transformation after transformation over the past several decades. All past transformations have had one thing in common, that is the delivery of faster dumb bits, leveraging the technology evolution from analog to digital, to wireless, to IP. The next wave of transformations will be very different, we call it extreme transformation, in that the CSPs have to become a Digital Service Provider (DSP) to stay relevant. In the DSP world, with billions of sensors and IoT devices, digital lifestyle will be enabled by data mining and analytics, leading to decision making, and entertainment.

Название: Artificial Intelligence Systems and the Internet of Things in the Digital Era
Автор: Editors: Abdalmuttaleb M. A. Musleh Al-Sartawi, Anjum Razzaque, Muhammad Mustafa Kamal
Издательство: Springer
Год: 2021
Страниц: 546
Размер: 35.01 МБ
Формат: PDF
Язык: English

This book brings together intelligence systems and the Internet of Things, with special attention given to the opportunities, challenges, for education, business growth, and economic progression of nations which will help societies (economists, financial managers, engineers, ICT specialists, digital managers, data managers, policymakers, regulators, researchers, academics, and students) to better understand, use, and control AI and IoT to develop future strategies and to achieve sustainability goals.

Название: In-band Full-duplex Wireless Systems Handbook
Автор: Kenneth E. Kolodziej, Editor
Издательство: Artech House
Год: 2021
Страниц: 363
Размер: 13.74 МБ
Формат: PDF
Язык: English

Many wireless systems could benefit from the ability to transmit and receive on the same frequency at the same time, which is known as In-Band Full-Duplex (IBFD). This technology could lead to enhanced spectral efficiency for future wireless networks, such as fifth-generation New Radio (5G NR) and beyond, and could enable capabilities and applications that were previously considered impossible, such as IBFD with phased array systems. In this exciting new book, experts from industry, academic, and federal research institutions discuss the various approaches that can be taken to suppress the inherent self-interference that is generated in IBFD systems. Both static and adaptive techniques that span across the propagation, analog and digital domains are presented.