Mean Field Game And Its Applications In Wireless Networks

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Mean Field Game and its Applications in Wireless Networks

Reginald A. Banez,Lixin Li,Chungang Yang,Zhu Han
Mean Field Game and its Applications in Wireless Networks Book PDF

Author : Reginald A. Banez,Lixin Li,Chungang Yang,Zhu Han
Publisher : Springer Nature
Page : 184 pages
File Size : 53,5 Mb
Release : 2021-10-30
Category : Computers
ISBN : 9783030869052

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Mean Field Game and its Applications in Wireless Networks by Reginald A. Banez,Lixin Li,Chungang Yang,Zhu Han Pdf

This book covers the basic theory of mean field game (MFG) and its applications in wireless networks. It starts with an overview of the current and future state-of-the-art in 5G and 6G wireless networks. Then, a tutorial is presented for MFG, mean-field-type game (MFTG), and prerequisite fields of study such as optimal control theory and differential games. This book also includes a literature survey of MFG-based research in wireless network technologies such as ultra-dense networks (UDNs), device-to-device (D2D) communications, internet-of-things (IoT), unmanned aerial vehicles (UAVs), and mobile edge networks (MENs). Several applications of MFG and MFTG in UDNs, social networks, and multi-access edge computing networks (MECNs) are introduced as well. Applications of MFG covered in this book are divided in three parts. The first part covers three single-population MFG research works or case studies in UDNs including ultra-dense D2D networks, ultra-dense UAV networks, and dense-user MECNs. The second part centers on a multiple-population MFG (MPMFG) modeling of belief and opinion evolution in social networks. It focuses on a recently developed MPMFG framework and its application in analyzing the behavior of users in a multiple-population social network. Finally, the last part concentrates on an MFTG approach to computation offloading in MECN. The computation offloading algorithms are designed for energy- and time-efficient offloading of computation-intensive tasks in an MECN. This book targets advanced-level students, professors, researchers, scientists, and engineers in the fields of communications and networks. Industry managers and government employees working in these same fields will also find this book useful.

Game Theory in Wireless and Communication Networks

Zhu Han,Dusit Niyato,Walid Saad,Tamer Başar,Are Hjørungnes
Game Theory in Wireless and Communication Networks Book PDF

Author : Zhu Han,Dusit Niyato,Walid Saad,Tamer Başar,Are Hjørungnes
Publisher : Cambridge University Press
Page : 555 pages
File Size : 50,9 Mb
Release : 2012
Category : Business & Economics
ISBN : 9780521196963

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Game Theory in Wireless and Communication Networks by Zhu Han,Dusit Niyato,Walid Saad,Tamer Başar,Are Hjørungnes Pdf

This unified 2001 treatment of game theory focuses on finding state-of-the-art solutions to issues surrounding the next generation of wireless and communications networks. The key results and tools of game theory are covered, as are various real-world technologies and a wide range of techniques for modeling, design and analysis.

Game Theory for Wireless Engineers

Allen Brantley MacKenzie,Luiz DaSilva
Game Theory for Wireless Engineers Book PDF

Author : Allen Brantley MacKenzie,Luiz DaSilva
Publisher : Morgan & Claypool Publishers
Page : 87 pages
File Size : 40,8 Mb
Release : 2006
Category : Game theory
ISBN : 9781598290165

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Game Theory for Wireless Engineers by Allen Brantley MacKenzie,Luiz DaSilva Pdf

The application of mathematical analysis to wireless networks has met with limited success, due to the complexity of mobility and traffic models, coupled with the dynamic topology and the unpredictability of link quality that characterize such networks. The ability to model individual, independent decision makers whose actions potentially affect all other decision makers makes game theory particularly attractive to analyze the performance of ad hoc networks. Game theory is a field of applied mathematics that describes and analyzes interactive decision situations. It consists of a set of analytical tools that predict the outcome of complex interactions among rational entities, where rationality demands a strict adherence to a strategy based on perceived or measured results. In the early to mid-1990's, game theory was applied to networking problems including flow control, congestion control, routing and pricing of Internet services. More recently, there has been growing interest in adopting game-theoretic methods to model today's leading communications and networking issues, including power control and resource sharing in wireless and peer-to-peer networks. This work presents fundamental results in game theory and their application to wireless communications and networking. We discuss normal-form, repeated, and Markov games with examples selected from the literature. We also describe ways in which learning can be modeled in game theory, with direct applications to the emerging field of cognitive radio. Finally, we discuss challenges and limitations in the application of game theory to the analysis of wireless systems. We do not assume familiarity with game theory. We introduce major game theoretic models and discuss applications of game theory including medium access, routing, energy-efficient protocols, and others. We seek to provide the reader with a foundational understanding of the current research on game theory applied to wireless communications and networking.

Mean-Field-Type Games for Engineers

Julian Barreiro-Gomez,Hamidou Tembine
Mean Field Type Games for Engineers Book PDF

Author : Julian Barreiro-Gomez,Hamidou Tembine
Publisher : CRC Press
Page : 526 pages
File Size : 41,9 Mb
Release : 2021-11-18
Category : Technology & Engineering
ISBN : 9781000473537

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Mean-Field-Type Games for Engineers by Julian Barreiro-Gomez,Hamidou Tembine Pdf

The contents of this book comprise an appropriate background to start working and doing research on mean-field-type control and game theory. To make the exposition and explanation even easier, we first study the deterministic optimal control and differential linear-quadratic games. Then, we progressively add complexity step-by-step and little-by-little to the problem settings until we finally study and analyze mean-field-type control and game problems incorporating several stochastic processes, e.g., Brownian motions, Poisson jumps, and random coefficients. We go beyond the Nash equilibrium, which provides a solution for non- cooperative games, by analyzing other game-theoretical concepts such as the Berge, Stackelberg, adversarial/robust, and co-opetitive equilibria. For the mean-field-type game analysis, we provide several numerical examples using a Matlab-based user-friendly toolbox that is available for the free use to the readers of this book. We present several engineering applications in both continuous and discrete time. Among these applications we find the following: water distribution systems, micro-grid energy storage, stirred tank reactor, mechanism design for evolutionary dynamics, multi-level building evacuation problem, and the COVID-19 propagation control. Julian Barreiro-Gomez Hamidou Tembine With such a demand from engineering audiences, this book is very timely and provides a thorough study of mean-field-type game theory. The strenuous protagonist of this book is to bridge between the theoretical findings and engineering solutions. The book introduces the basics first, and then mathematical frameworks are elaborately explained. The engineering application examples are shown in detail, and the popular learning approaches are also investigated. Those advantageous characteristics will make this book a comprehensive handbook of many engineering fields for many years, and I will buy one when it gets published. Zhu Han

Game Theory and Learning for Wireless Networks

Samson Lasaulce,Hamidou Tembine
Game Theory and Learning for Wireless Networks Book PDF

Author : Samson Lasaulce,Hamidou Tembine
Publisher : Academic Press
Page : 346 pages
File Size : 47,5 Mb
Release : 2011-09-19
Category : Technology & Engineering
ISBN : 9780123846990

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Game Theory and Learning for Wireless Networks by Samson Lasaulce,Hamidou Tembine Pdf

Written by leading experts in the field, Game Theory and Learning for Wireless Networks Covers how theory can be used to solve prevalent problems in wireless networks such as power control, resource allocation or medium access control. With the emphasis now on promoting ‘green’ solutions in the wireless field where power consumption is minimized, there is an added focus on developing network solutions that maximizes the use of the spectrum available. With the growth of distributed wireless networks such as Wi-Fi and the Internet; the push to develop ad hoc and cognitive networks has led to a considerable interest in applying game theory to wireless communication systems. Game Theory and Learning for Wireless Networks is the first comprehensive resource of its kind, and is ideal for wireless communications R&D engineers and graduate students. Samson Lasaulce is a senior CNRS researcher at the Laboratory of Signals and Systems (LSS) at Supélec, Gif-sur-Yvette, France. He is also a part-time professor in the Department of Physics at École Polytechnique, Palaiseau, France. Hamidou Tembine is a professor in the Department of Telecommunications at Supélec, Gif-sur-Yvette, France. Merouane Debbah is a professor at Supélec, Gif-sur-Yvette, France. He is the holder of the Alcatel-Lucent chair in flexible radio since 2007. The first tutorial style book that gives all the relevant theory, at the right level of rigour, for the wireless communications engineer Bridges the gap between theory and practice by giving examples and case studies showing how game theory can solve real world resource allocation problems Contains algorithms and techniques to implement game theory in wireless terminals

Game Theory for Wireless Communications and Networking

Yan Zhang,MOHSEN GUIZANI
Game Theory for Wireless Communications and Networking Book PDF

Author : Yan Zhang,MOHSEN GUIZANI
Publisher : CRC Press
Page : 585 pages
File Size : 55,9 Mb
Release : 2011-06-23
Category : Computers
ISBN : 9781439808917

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Game Theory for Wireless Communications and Networking by Yan Zhang,MOHSEN GUIZANI Pdf

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 provid

Game Theory for Next Generation Wireless and Communication Networks

Zhu Han,Dusit Niyato,Walid Saad,Tamer Başar
Game Theory for Next Generation Wireless and Communication Networks Book PDF

Author : Zhu Han,Dusit Niyato,Walid Saad,Tamer Başar
Publisher : Cambridge University Press
Page : 509 pages
File Size : 42,6 Mb
Release : 2019-06-27
Category : Computers
ISBN : 9781108417334

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Game Theory for Next Generation Wireless and Communication Networks by Zhu Han,Dusit Niyato,Walid Saad,Tamer Başar Pdf

A unified treatment of the latest game theoretic approaches for designing, modeling, and optimizing emerging wireless communication networks. Covering theory, analytical tools, and applications, it is ideal for researchers and graduate students in academia and industry designing efficient, scalable and robust protocols for future wireless networks.

Ultra-Dense Networks for 5G and Beyond

Trung Q. Duong,Xiaoli Chu,Himal A. Suraweera
Ultra Dense Networks for 5G and Beyond Book PDF

Author : Trung Q. Duong,Xiaoli Chu,Himal A. Suraweera
Publisher : John Wiley & Sons
Page : 312 pages
File Size : 53,9 Mb
Release : 2019-04-15
Category : Technology & Engineering
ISBN : 9781119473695

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Ultra-Dense Networks for 5G and Beyond by Trung Q. Duong,Xiaoli Chu,Himal A. Suraweera Pdf

Offers comprehensive insight into the theory, models, and techniques of ultra-dense networks and applications in 5G and other emerging wireless networks The need for speed—and power—in wireless communications is growing exponentially. Data rates are projected to increase by a factor of ten every five years—and with the emerging Internet of Things (IoT) predicted to wirelessly connect trillions of devices across the globe, future mobile networks (5G) will grind to a halt unless more capacity is created. This book presents new research related to the theory and practice of all aspects of ultra-dense networks, covering recent advances in ultra-dense networks for 5G networks and beyond, including cognitive radio networks, massive multiple-input multiple-output (MIMO), device-to-device (D2D) communications, millimeter-wave communications, and energy harvesting communications. Clear and concise throughout, Ultra-Dense Networks for 5G and Beyond - Modelling, Analysis, and Applications offers a comprehensive coverage on such topics as network optimization; mobility, handoff control, and interference management; and load balancing schemes and energy saving techniques. It delves into the backhaul traffic aspects in ultra-dense networks and studies transceiver hardware impairments and power consumption models in ultra-dense networks. The book also examines new IoT, smart-grid, and smart-city applications, as well as novel modulation, coding, and waveform designs. One of the first books to focus solely on ultra-dense networks for 5G in a complete presentation Covers advanced architectures, self-organizing protocols, resource allocation, user-base station association, synchronization, and signaling Examines the current state of cell-free massive MIMO, distributed massive MIMO, and heterogeneous small cell architectures Offers network measurements, implementations, and demos Looks at wireless caching techniques, physical layer security, cognitive radio, energy harvesting, and D2D communications in ultra-dense networks Ultra-Dense Networks for 5G and Beyond - Modelling, Analysis, and Applications is an ideal reference for those who want to design high-speed, high-capacity communications in advanced networks, and will appeal to postgraduate students, researchers, and engineers in the field.

Intelligent Robotics and Applications

Haibin Yu,Jinguo Liu,Lianqing Liu,Zhaojie Ju,Yuwang Liu,Dalin Zhou
Intelligent Robotics and Applications Book PDF

Author : Haibin Yu,Jinguo Liu,Lianqing Liu,Zhaojie Ju,Yuwang Liu,Dalin Zhou
Publisher : Springer
Page : 737 pages
File Size : 45,9 Mb
Release : 2019-08-02
Category : Computers
ISBN : 9783030275389

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Intelligent Robotics and Applications by Haibin Yu,Jinguo Liu,Lianqing Liu,Zhaojie Ju,Yuwang Liu,Dalin Zhou Pdf

The volume set LNAI 11740 until LNAI 11745 constitutes the proceedings of the 12th International Conference on Intelligent Robotics and Applications, ICIRA 2019, held in Shenyang, China, in August 2019. The total of 378 full and 25 short papers presented in these proceedings was carefully reviewed and selected from 522 submissions. The papers are organized in topical sections as follows: Part I: collective and social robots; human biomechanics and human-centered robotics; robotics for cell manipulation and characterization; field robots; compliant mechanisms; robotic grasping and manipulation with incomplete information and strong disturbance; human-centered robotics; development of high-performance joint drive for robots; modular robots and other mechatronic systems; compliant manipulation learning and control for lightweight robot. Part II: power-assisted system and control; bio-inspired wall climbing robot; underwater acoustic and optical signal processing for environmental cognition; piezoelectric actuators and micro-nano manipulations; robot vision and scene understanding; visual and motional learning in robotics; signal processing and underwater bionic robots; soft locomotion robot; teleoperation robot; autonomous control of unmanned aircraft systems. Part III: marine bio-inspired robotics and soft robotics: materials, mechanisms, modelling, and control; robot intelligence technologies and system integration; continuum mechanisms and robots; unmanned underwater vehicles; intelligent robots for environment detection or fine manipulation; parallel robotics; human-robot collaboration; swarm intelligence and multi-robot cooperation; adaptive and learning control system; wearable and assistive devices and robots for healthcare; nonlinear systems and control. Part IV: swarm intelligence unmanned system; computational intelligence inspired robot navigation and SLAM; fuzzy modelling for automation, control, and robotics; development of ultra-thin-film, flexible sensors, and tactile sensation; robotic technology for deep space exploration; wearable sensing based limb motor function rehabilitation; pattern recognition and machine learning; navigation/localization. Part V: robot legged locomotion; advanced measurement and machine vision system; man-machine interactions; fault detection, testing and diagnosis; estimation and identification; mobile robots and intelligent autonomous systems; robotic vision, recognition and reconstruction; robot mechanism and design. Part VI: robot motion analysis and planning; robot design, development and control; medical robot; robot intelligence, learning and linguistics; motion control; computer integrated manufacturing; robot cooperation; virtual and augmented reality; education in mechatronics engineering; robotic drilling and sampling technology; automotive systems; mechatronics in energy systems; human-robot interaction.

Distributed Strategic Learning for Wireless Engineers

Hamidou Tembine
Distributed Strategic Learning for Wireless Engineers Book PDF

Author : Hamidou Tembine
Publisher : CRC Press
Page : 498 pages
File Size : 48,7 Mb
Release : 2012-05-18
Category : Mathematics
ISBN : 9781439876374

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Distributed Strategic Learning for Wireless Engineers by Hamidou Tembine Pdf

Although valued for its ability to allow teams to collaborate and foster coalitional behaviors among the participants, game theory’s application to networking systems is not without challenges. Distributed Strategic Learning for Wireless Engineers illuminates the promise of learning in dynamic games as a tool for analyzing network evolution and underlines the potential pitfalls and difficulties likely to be encountered. Establishing the link between several theories, this book demonstrates what is needed to learn strategic interaction in wireless networks under uncertainty, randomness, and time delays. It addresses questions such as: How much information is enough for effective distributed decision making? Is having more information always useful in terms of system performance? What are the individual learning performance bounds under outdated and imperfect measurement? What are the possible dynamics and outcomes if the players adopt different learning patterns? If convergence occurs, what is the convergence time of heterogeneous learning? What are the issues of hybrid learning? How can one develop fast and efficient learning schemes in scenarios where some players have more information than the others? What is the impact of risk-sensitivity in strategic learning systems? How can one construct learning schemes in a dynamic environment in which one of the players do not observe a numerical value of its own-payoffs but only a signal of it? How can one learn "unstable" equilibria and global optima in a fully distributed manner? The book provides an explicit description of how players attempt to learn over time about the game and about the behavior of others. It focuses on finite and infinite systems, where the interplay among the individual adjustments undertaken by the different players generates different learning dynamics, heterogeneous learning, risk-sensitive learning, and hybrid dynamics.

Mechanisms and Games for Dynamic Spectrum Allocation

Tansu Alpcan,Holger Boche,Michael L. Honig
Mechanisms and Games for Dynamic Spectrum Allocation Book PDF

Author : Tansu Alpcan,Holger Boche,Michael L. Honig
Publisher : Cambridge University Press
Page : 604 pages
File Size : 44,8 Mb
Release : 2014
Category : Computers
ISBN : 9781107034129

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Mechanisms and Games for Dynamic Spectrum Allocation by Tansu Alpcan,Holger Boche,Michael L. Honig Pdf

An innovative and comprehensive book presenting state-of-the-art research into wireless spectrum allocation based on game theory and mechanism design.

Multi-Objective Optimization System Designs and Their Applications

Bor-Sen Chen
Multi Objective Optimization System Designs and Their Applications Book PDF

Author : Bor-Sen Chen
Publisher : CRC Press
Page : 466 pages
File Size : 49,8 Mb
Release : 2023-12-05
Category : Technology & Engineering
ISBN : 9781000999495

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Multi-Objective Optimization System Designs and Their Applications by Bor-Sen Chen Pdf

This book introduces multi-objective design methods to solve multi-objective optimization problems (MOPs) of linear/nonlinear dynamic systems under intrinsic random fluctuation and external disturbance. The MOPs of multiple targets for systems are all transformed into equivalent linear matrix inequality (LMI)-constrained MOPs. Corresponding reverse-order LMI-constrained multi-objective evolution algorithms are introduced to solve LMI-constrained MOPs using MATLAB®. All proposed design methods are based on rigorous theoretical results, and their applications are focused on more practical engineering design examples. Features: Discusses multi-objective optimization from an engineer’s perspective Contains the theoretical design methods of multi-objective optimization schemes Includes a wide spectrum of recent research topics in control design, especially for stochastic mean field diffusion problems Covers practical applications in each chapter, like missile guidance design, economic and financial systems, power control tracking, minimization design in communication, and so forth Explores practical multi-objective optimization design examples in control, signal processing, communication, and cyber-financial systems This book is aimed at researchers and graduate students in electrical engineering, control design, and optimization.

Research Anthology on Edge Computing Protocols, Applications, and Integration

Management Association, Information Resources
Research Anthology on Edge Computing Protocols Applications and Integration Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 719 pages
File Size : 50,6 Mb
Release : 2022-04-01
Category : Computers
ISBN : 9781668457016

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Research Anthology on Edge Computing Protocols, Applications, and Integration by Management Association, Information Resources Pdf

Edge computing is quickly becoming an important technology throughout a number of fields as businesses and industries alike embrace the benefits it can have in their companies. The streamlining of data is crucial for the development and evolution of businesses in order to keep up with competition and improve functions overall. In order to appropriately utilize edge computing to its full potential, further study is required to examine the potential pitfalls and opportunities of this innovative technology. The Research Anthology on Edge Computing Protocols, Applications, and Integration establishes critical research on the current uses, innovations, and challenges of edge computing across disciplines. The text highlights the history of edge computing and how it has been adapted over time to improve industries. Covering a range of topics such as bandwidth, data centers, and security, this major reference work is ideal for industry professionals, computer scientists, engineers, practitioners, researchers, academicians, scholars, instructors, and students.

Game Theory for Networks

RAHUL JAIN,Rajgopal Kannan
Game Theory for Networks Book PDF

Author : RAHUL JAIN,Rajgopal Kannan
Publisher : Springer
Page : 686 pages
File Size : 54,6 Mb
Release : 2012-05-31
Category : Computers
ISBN : 9783642303739

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Game Theory for Networks by RAHUL JAIN,Rajgopal Kannan Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference on Game Theory for Networks (GameNets 2011) held in Shanghai, China, April 16-18, 2011. The 45 revised full papers presented were carefully selected from numerous submissions and focus topics such as mechanism design, physical layer games, network mechanisms, stochastic and dynamic games, game-theoretic network models, cooperative games in networks, security games, spectrum sharing games, P2P and social networks and economics of network QoS.

Paving the Way for 5G Through the Convergence of Wireless Systems

Trestian, Ramona,Muntean, Gabriel-Miro
Paving the Way for 5G Through the Convergence of Wireless Systems Book PDF

Author : Trestian, Ramona,Muntean, Gabriel-Miro
Publisher : IGI Global
Page : 350 pages
File Size : 51,7 Mb
Release : 2018-12-28
Category : Technology & Engineering
ISBN : 9781522575719

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Paving the Way for 5G Through the Convergence of Wireless Systems by Trestian, Ramona,Muntean, Gabriel-Miro Pdf

In the ever-evolving telecommunication industry, smart mobile computing devices have become increasingly affordable and powerful, leading to significant growth in the number of advanced mobile users and their bandwidth demands. Due to this increasing need, the next generation of wireless networks needs to enable solutions to bring together broadband, broadcast, and cellular technologies for global consumers. Paving the Way for 5G Through the Convergence of Wireless Systems provides innovative insights into wireless networks and cellular coexisting solutions that aim at paving the way towards 5G. Through examining data offloading, cellular technologies, and multi-edge computing, it addresses coexistence problems at different levels (i.e., physical characteristics, open access, technology-neutrality, economic characteristics, healthcare, education, energy, etc.), influencing networks to provide solutions for next generation wireless networks. Bridging research and practical solutions, this comprehensive reference source is ideally designed for graduate-level students, IT professionals and technicians, engineers, academicians, and researchers.