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Used to explain complicated economic behavior for decades, game
theory is quickly becoming a tool of choice for those serious about
optimizing next generation wireless systems. Illustrating how game
theory can effectively address a wide range of issues that until
now remained unresolved, Game Theory for Wireless Communications
and Networking provides a systematic introduction to the
application of this powerful and dynamic tool. This comprehensive
technical guide explains game theory basics, architectures,
protocols, security, models, open research issues, and cutting-edge
advances and applications. It describes how to employ game theory
in infrastructure-based wireless networks and multihop networks to
reduce power consumption-while improving system capacity,
decreasing packet loss, and enhancing network resilience. Providing
for complete cross-referencing, the text is organized into four
parts: Fundamentals-introduces the fundamental issues and solutions
in applying different games in different wireless domains,
including wireless sensor networks, vehicular networks, and
OFDM-based wireless systems Power Control Games-considers issues
and solutions in power control games Economic Approaches-reviews
applications of different economic approaches, including bargaining
and auction-based approaches Resource Management-explores how to
use the game theoretic approach to address radio resource
management issues The book explains how to apply the game theoretic
model to address specific issues, including resource allocation,
congestion control, attacks, routing, energy management, packet
forwarding, and MAC. Facilitating quick and easy reference to
related optimization and algorithm methodologies, it supplies you
with the background and tools required to use game theory to drive
the improvement and development
Since the early 1990s, the wireless communications field has
witnessed explosive growth. The wide range of applications and
existing new technologies nowadays stimulated this enormous growth
and encouraged wireless applications. The new wireless networks
will support heterogeneous traffic, consisting of voice, video, and
data (multimedia). This necessitated looking at new wireless
generation technologies and enhance its capabilities. This includes
new standards, new levels of Quality of Service (QoS), new sets of
protocols and architectures, noise reduction, power control,
performance enhancement, link and mobility management, nomadic and
wireless networks security, and ad-hoc architectures. Many of these
topics are covered in this textbook. The aim of this book is
research and development in the area of broadband wireless
communications and sensor networks. It is intended for researchers
that need to learn more and do research on these topics. But, it is
assumed that the reader has some background about wireless
communications and networking. In addition to background in each of
the chapters, an in-depth analysis is presented to help our readers
gain more R&D insights in any of these areas. The book is
comprised of 22 chapters, written by a group of well-known experts
in their respective fields. Many of them have great industrial
experience mixed with proper academic background.
Cooperative devices and mechanisms are increasingly important to
enhance the performance of wireless communications and networks,
with their ability to decrease power consumption and packet loss
rate and increase system capacity, computation, and network
resilience. Considering the wide range of applications, strategies,
and benefits associated with cooperative wireless communications,
researchers and product developers need a succinct understanding of
relevant theory, fundamentals, and techniques to navigate this
challenging field. Cooperative Wireless Communications provides
just that. Assesses Applications, Benefits, and Methods of
Cooperative Strategies This comprehensive reference handbook
contains useful background to develop and implement cooperative
mechanisms for infrastructure-based wireless systems and
self-organizing multi-hop wireless networks (e.g., ad hoc, mesh,
peer-to-peer, and sensor networks). It introduces key cooperative
strategies and details recent improvements to a variety of
cooperative mechanisms and frameworks applicable in diverse
scenarios. Addressing fundamentals and techniques, this invaluable
reference: Offers comprehensive guidance on technical, practical,
and deployment aspects of cooperative strategies and the latest
IEEE standard specifications Explores key challenges and solutions
in 3G, B3G, 4G WiMAX, and ad hoc, mesh, and sensor networks Covers
cooperative diversity, virtual MIMO, cognitive radio networks, and
resource and mobility management Discusses energy efficiency,
relaying strategy, routing, MAC, topology control, and security
Provides Guidance to Resolve Key Challenges A distinct introduction
to different cooperative mechanisms, cooperation frameworks in
diverse scenarios, and recent improvements to wireles
Used to explain complicated economic behavior for decades, game
theory is quickly becoming a tool of choice for those serious about
optimizing next generation wireless systems. Illustrating how game
theory can effectively address a wide range of issues that until
now remained unresolved, Game Theory for Wireless Communications
and Networking provides a systematic introduction to the
application of this powerful and dynamic tool. This comprehensive
technical guide explains game theory basics, architectures,
protocols, security, models, open research issues, and cutting-edge
advances and applications. It describes how to employ game theory
in infrastructure-based wireless networks and multihop networks to
reduce power consumption-while improving system capacity,
decreasing packet loss, and enhancing network resilience. Providing
for complete cross-referencing, the text is organized into four
parts: Fundamentals-introduces the fundamental issues and solutions
in applying different games in different wireless domains,
including wireless sensor networks, vehicular networks, and
OFDM-based wireless systems Power Control Games-considers issues
and solutions in power control games Economic Approaches-reviews
applications of different economic approaches, including bargaining
and auction-based approaches Resource Management-explores how to
use the game theoretic approach to address radio resource
management issues The book explains how to apply the game theoretic
model to address specific issues, including resource allocation,
congestion control, attacks, routing, energy management, packet
forwarding, and MAC. Facilitating quick and easy reference to
related optimization and algorithm methodologies, it supplies you
with the background and tools required to use game theory to drive
the improvement and development
This book provides an overview of the Internet of Things Network
and Machine Learning and introduces Internet of Things
architecture. It designs a new intelligent IoT network architecture
and introduces different machine learning approaches to investigate
solutions. It discusses how machine learning can help network
awareness and achieve network intelligent control. It also dicusses
the emerging network techniques that can enable the development of
intelligent IoT networks. This book applies several
intelligent approaches for efficient resource scheduling in
networks. It discusses Mobile Edge Computing aided intelligent IoT
and focuses mainly on the resource sharing and edge computation
offloading problems in mobile edge networks. The blockchain-based
IoT (which allows fairly and securely renting resources and
establishing contracts) is discussed as well. The Internet of
Things refers to the billions of physical devices that are now
connected to and transfer data through the Internet without
requiring human-to-human or human-to-computer interaction.
According to Gartner's prediction, there will be more than 37
billion IoT connections in the future year of 2025. However, with
large-scale IoT deployments, IoT networks are facing challenges in
the aspects of scalability, privacy, and security. The
ever-increasing complexity of the IoT makes effective monitoring,
overall control, optimization, and auditing of the network
difficult. Recently, artificial intelligence (AI) and machine
learning (ML) approaches have emerged as a viable solution to
address this challenge. Machine learning can automatically learn
and optimize strategy directly from experience without following
pre-defined rules. Therefore, it is promising to apply machine
learning in IoT network control and management to leverage powerful
machine learning adaptive abilities for higher network
performance. This book targets researchers working in the
Internet of Things networks as well as graduate students and
undergraduate students focused on this field. Industry
managers, and government research agencies in the fields of the IoT
networks will also want to purchase this book.
Cooperative devices and mechanisms are increasingly important to
enhance the performance of wireless communications and networks,
with their ability to decrease power consumption and packet loss
rate and increase system capacity, computation, and network
resilience. Considering the wide range of applications, strategies,
and benefits associated with cooperative wireless communications,
researchers and product developers need a succinct understanding of
relevant theory, fundamentals, and techniques to navigate this
challenging field. Cooperative Wireless Communications provides
just that. Assesses Applications, Benefits, and Methods of
Cooperative Strategies This comprehensive reference handbook
contains useful background to develop and implement cooperative
mechanisms for infrastructure-based wireless systems and
self-organizing multi-hop wireless networks (e.g., ad hoc, mesh,
peer-to-peer, and sensor networks). It introduces key cooperative
strategies and details recent improvements to a variety of
cooperative mechanisms and frameworks applicable in diverse
scenarios. Addressing fundamentals and techniques, this invaluable
reference: Offers comprehensive guidance on technical, practical,
and deployment aspects of cooperative strategies and the latest
IEEE standard specifications Explores key challenges and solutions
in 3G, B3G, 4G WiMAX, and ad hoc, mesh, and sensor networks Covers
cooperative diversity, virtual MIMO, cognitive radio networks, and
resource and mobility management Discusses energy efficiency,
relaying strategy, routing, MAC, topology control, and security
Provides Guidance to Resolve Key Challenges A distinct introduction
to different cooperative mechanisms, cooperation frameworks in
diverse scenarios, and recent improvements to wireles
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