Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design

Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design PDF Author: Shih-Chun Lin
Publisher: Springer Nature
ISBN: 9811920168
Category : Technology & Engineering
Languages : en
Pages : 403

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Book Description
This book provides a broad understanding of the fundamental tools and methods from information theory and mathematical programming, as well as specific applications in 6G and beyond system designs. The contents focus on not only both theories but also their intersection in 6G. Motivations are from the multitude of new developments which will arise once 6G systems integrate new communication networks with AIoT (Artificial Intelligence plus Internet of Things). Design issues such as the intermittent connectivity, low latency, federated learning, IoT security, etc., are covered. This monograph provides a thorough picture of new results from information and optimization theories, as well as how their dialogues work to solve aforementioned 6G design issues.

Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design

Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design PDF Author: Shih-Chun Lin
Publisher: Springer Nature
ISBN: 9811920168
Category : Technology & Engineering
Languages : en
Pages : 403

Get Book Here

Book Description
This book provides a broad understanding of the fundamental tools and methods from information theory and mathematical programming, as well as specific applications in 6G and beyond system designs. The contents focus on not only both theories but also their intersection in 6G. Motivations are from the multitude of new developments which will arise once 6G systems integrate new communication networks with AIoT (Artificial Intelligence plus Internet of Things). Design issues such as the intermittent connectivity, low latency, federated learning, IoT security, etc., are covered. This monograph provides a thorough picture of new results from information and optimization theories, as well as how their dialogues work to solve aforementioned 6G design issues.

Artificial Intelligence of Things (AIoT) for Productivity and Organizational Transition

Artificial Intelligence of Things (AIoT) for Productivity and Organizational Transition PDF Author: Rezaei, Sajad
Publisher: IGI Global
ISBN:
Category : Computers
Languages : en
Pages : 387

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Book Description
In the dynamic intersection of cutting-edge technology and evolving business strategies, the fusion of Artificial Intelligence (AI) and the Internet of Things (IoT) has given rise to a revolutionary paradigm known as Artificial Intelligence of Things (AIoT). This emerging technological powerhouse offers boundless possibilities while presenting formidable challenges, and organizations worldwide are wrestling with its integration into their core operations. Artificial Intelligence of Things (AIoT) for Productivity and Organizational Transition introduces the fundamental concepts underpinning AIoT integration and the evolving landscape of AIoT research and development, then delves deep into the theoretical foundations of AIoT, examining it through the lenses of economics, behavioral science, technology, psychology, and organizational theory. Within its pages, readers will discover insights into the tools, methods, design factors, user interfaces, and techniques driving AIoT innovation.

Opt Art

Opt Art PDF Author: Robert Bosch (mathématicien)
Publisher: Princeton University Press
ISBN: 0691164061
Category : Art
Languages : en
Pages : 200

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Book Description
Bosch provides a lively and accessible introduction to the geometric, algebraic, and algorithmic foundations of optimization. He presents classical applications, such as the legendary Traveling Salesman Problem, and shows how to adapt them to make optimization art--opt art. art.

Optimization in Machine Learning and Applications

Optimization in Machine Learning and Applications PDF Author: Anand J. Kulkarni
Publisher: Springer Nature
ISBN: 9811509948
Category : Technology & Engineering
Languages : en
Pages : 202

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Book Description
This book discusses one of the major applications of artificial intelligence: the use of machine learning to extract useful information from multimodal data. It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The book also presents formulations of real-world machine learning problems, and discusses AI solution methodologies as standalone or hybrid approaches. Lastly, it proposes novel metaheuristic methods to solve complex machine learning problems. Featuring valuable insights, the book helps readers explore new avenues leading toward multidisciplinary research discussions.

VoIP Technology: Applications and Challenges

VoIP Technology: Applications and Challenges PDF Author: Tamal Chakraborty
Publisher: Springer
ISBN: 3319955942
Category : Technology & Engineering
Languages : en
Pages : 265

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Book Description
This book offers an accessible introduction and practical guide to Voice over Internet Protocol (VoIP) technology, providing readers with the know-how to solve the problems encountered in applying VoIP technology across all types of network. It incorporates the latest research findings and brings readers up to date with the challenges that are faced by researchers developing novel applications of VoIP. The authors discuss the general architecture of VoIP technology, along with its application and relevance in conventional and emerging wireless communication networks, including Wireless Local Area Networks (WLANs), Worldwide Interoperability for Microwave Access (WiMAX), Long Term Evolution (LTE) and Cognitive Radio Networks. The book also includes Quality of service (QoS) studies under dynamic and unpredictable network conditions, which examine the reliability of both legacy systems And the upcoming pervasive computing systems. Further, it explains how the heuristic-based learning algorithms that are used in VoIP communications may help develop today’s technology in the area of autonomous systems. This book is a valuable source of information for academics and researchers, as it provides state-of-theart research in VoIP technology. It is also of interest to network designers, application architects, and service providers looking for a coherent understanding of VoIP across a wide range of devices, network applications and user categories.

Statistical Multisource-multitarget Information Fusion

Statistical Multisource-multitarget Information Fusion PDF Author: Ronald P. S. Mahler
Publisher: Artech House Publishers
ISBN:
Category : Mathematics
Languages : en
Pages : 892

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Book Description
This comprehensive resource provides you with an in-depth understanding of finite-set statistics (FISST) ndash; a recently developed method which unifies much of information fusion under a single probabilistic, in fact Bayesian, paradigm. The book helps you master FISST concepts, techniques, and algorithms, so you can use FISST to address real-world challenges in the field. You learn how to model, fuse, and process highly disparate information sources, and detect and track non-cooperative individual/platform groups and conventional non-cooperative targets.

Context-Aware Communication and Computing: Applications for Smart Environment

Context-Aware Communication and Computing: Applications for Smart Environment PDF Author: Punnarumol Temdee
Publisher: Springer
ISBN: 3319590359
Category : Technology & Engineering
Languages : en
Pages : 159

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Book Description
This book introduces context-aware computing, providing definitions, categories, characteristics, and context awareness itself and discussing its applications with a particular focus on smart learning environments. It also examines the elements of a context-aware system, including acquisition, modelling, reasoning, and distribution of context. It also reviews applications of context-aware computing – both past and present – to offer readers the knowledge needed to critically analyse how context awareness can be put to use. It is particularly to those new to the subject area who are interested in learning how to develop context-aware computing-oriented applications, as well as postgraduates and researchers in computer engineering, communications engineering related areas of information technology (IT). Further it provides practical know-how for professionals working in IT support and technology, consultants and business decision-makers and those working in the medical, human, and social sciences.

Cyber Security: The Lifeline of Information and Communication Technology

Cyber Security: The Lifeline of Information and Communication Technology PDF Author: Ramjee Prasad
Publisher: Springer Nature
ISBN: 303031703X
Category : Technology & Engineering
Languages : en
Pages : 295

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Book Description
This book discusses a broad range of cyber security issues, addressing global concerns regarding cyber security in the modern era. The growth of Information and Communication Technology (ICT) and the prevalence of mobile devices make cyber security a highly topical and relevant issue. The transition from 4G to 5G mobile communication, while bringing convenience, also means cyber threats are growing exponentially. This book discusses a variety of problems and solutions including: • Internet of things and Machine to Machine Communication; • Infected networks such as Botnets; • Social media and networking; • Cyber Security for Smart Devices and Smart Grid • Blockchain Technology and • Artificial Intelligence for Cyber Security Given its scope, the book offers a valuable asset for cyber security researchers, as well as industry professionals, academics, and students.

5G and Beyond Wireless Systems

5G and Beyond Wireless Systems PDF Author: Manish Mandloi
Publisher: Springer Nature
ISBN: 981156390X
Category : Technology & Engineering
Languages : en
Pages : 425

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Book Description
This book presents the fundamental concepts, recent advancements, and opportunities for future research in various key enabling technologies in next-generation wireless communications. The book serves as a comprehensive source of information in all areas of wireless communications with a particular emphasis on physical (PHY) layer techniques related to 5G wireless systems and beyond. In particular, this book focuses on different emerging techniques that can be adopted in 5G wireless networks. Some of those techniques include massive-MIMO, mm-Wave communications, spectrum sharing, device-to-device (D2D) and vehicular to anything (V2X) communications, radio-frequency (RF) based energy harvesting, and NOMA. Subsequent chapters cover the fundamentals and PHY layer design aspects of different techniques that can be useful for the readers to get familiar with the emerging technologies and their applications.

Quantum Computation and Quantum Information

Quantum Computation and Quantum Information PDF Author: Michael A. Nielsen
Publisher: Cambridge University Press
ISBN: 1139495488
Category : Science
Languages : en
Pages : 709

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Book Description
One of the most cited books in physics of all time, Quantum Computation and Quantum Information remains the best textbook in this exciting field of science. This 10th anniversary edition includes an introduction from the authors setting the work in context. This comprehensive textbook describes such remarkable effects as fast quantum algorithms, quantum teleportation, quantum cryptography and quantum error-correction. Quantum mechanics and computer science are introduced before moving on to describe what a quantum computer is, how it can be used to solve problems faster than 'classical' computers and its real-world implementation. It concludes with an in-depth treatment of quantum information. Containing a wealth of figures and exercises, this well-known textbook is ideal for courses on the subject, and will interest beginning graduate students and researchers in physics, computer science, mathematics, and electrical engineering.