Artificial Intelligence and Quantum Computing for Advanced Wireless Networks - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Artificial Intelligence and Quantum Computing for Advanced Wireless Networks write by Savo G. Glisic. This book was released on 2022-04-13. Artificial Intelligence and Quantum Computing for Advanced Wireless Networks available in PDF, EPUB and Kindle. ARTIFICIAL INTELLIGENCE AND QUANTUM COMPUTING FOR ADVANCED WIRELESS NETWORKS A comprehensive presentation of the implementation of artificial intelligence and quantum computing technology in large-scale communication networks Increasingly dense and flexible wireless networks require the use of artificial intelligence (AI) for planning network deployment, optimization, and dynamic control. Machine learning algorithms are now often used to predict traffic and network state in order to reserve resources for smooth communication with high reliability and low latency. In Artificial Intelligence and Quantum Computing for Advanced Wireless Networks, the authors deliver a practical and timely review of AI-based learning algorithms, with several case studies in both Python and R. The book discusses the game-theory-based learning algorithms used in decision making, along with various specific applications in wireless networks, like channel, network state, and traffic prediction. Additional chapters include Fundamentals of ML, Artificial Neural Networks (NN), Explainable and Graph NN, Learning Equilibria and Games, AI Algorithms in Networks, Fundamentals of Quantum Communications, Quantum Channel, Information Theory and Error Correction, Quantum Optimization Theory, and Quantum Internet, to name a few. The authors offer readers an intuitive and accessible path from basic topics on machine learning through advanced concepts and techniques in quantum networks. Readers will benefit from: A thorough introduction to the fundamentals of machine learning algorithms, including linear and logistic regression, decision trees, random forests, bagging, boosting, and support vector machines An exploration of artificial neural networks, including multilayer neural networks, training and backpropagation, FIR architecture spatial-temporal representations, quantum ML, quantum information theory, fundamentals of quantum internet, and more Discussions of explainable neural networks and XAI Examinations of graph neural networks, including learning algorithms and linear and nonlinear GNNs in both classical and quantum computing technology Perfect for network engineers, researchers, and graduate and masters students in computer science and electrical engineering, Artificial Intelligence and Quantum Computing for Advanced Wireless Networks is also an indispensable resource for IT support staff, along with policymakers and regulators who work in technology.
Wireless Quantum Networks, Volume 2
Wireless Quantum Networks, Volume 2 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Wireless Quantum Networks, Volume 2 write by Savo G. Glisic. This book was released on 2023-06-27. Wireless Quantum Networks, Volume 2 available in PDF, EPUB and Kindle. This is a comprehensive description of the principles, algorithms, design technology, quantum machine learning and quantum physics in quantum computing and communications. Current work on quantum computers is motivated by the need for significantly faster and more powerful computers, and there are already in use so-called near-term quantum computers, with initial, reduced capabilities used for research and further enhancement of the technology. The outcome is distributed quantum computing which requires quantum networks to enable connections between such computers, which is a focus of this book. Moving from introductory to advanced level, this is a step-by-step approach, with numerous design examples throughout for students to work on. This is a stand-alone volume, and onward reading is available in Wireless Quantum Networks Volume 1: Intelligent Continuous Variable Technology. Topics covered in Volume 2 include: Quantum Key Distribution; Reinforcement Learning Based on Protocols; Satellite QN; Post-Quantum Cryptography; qubit Physics; Implementation Examples; and more.
Wireless Quantum Networks, Volume 1
Wireless Quantum Networks, Volume 1 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Wireless Quantum Networks, Volume 1 write by Savo G. Glisic. This book was released on 2023-06-07. Wireless Quantum Networks, Volume 1 available in PDF, EPUB and Kindle. This is a comprehensive description of the principles, algorithms, design technology, quantum machine learning and quantum physics in quantum computing and communications. Unifying several disciplines in the field, especially computing and communication, the book also covers computing and artificial intelligence (quantum machine learning), quantum cyber security, quantum circuit design, and relative quantum physics phenomena. Based on the latest results in the field, enabling the reader/researcher to understand these interrelations of a complex system in practice, the book moves from introductory to advanced level, step by step, providing a self-contained text. Undergraduate and postgraduate students will find several DESIGN EXAMPLES to replace the classical concept of using “problems and solutions” addendums at the end of the chapters/book. This enables offering more sophisticated assignments for the teamwork of the students. This is a stand-alone volume, and onward reading is available in Volume 2 Quantum Vs Post Quantum Security/Algorithms and Design Technology. Topics covered in Volume 1 include: Visible Light Communication; Terahertz Communications; Optical Wireless Communications; Quantum Key Distribution over THz band; Deep Neural Networks; Quantum Network Routing and Technology Design; Quantum Machine Learning; and more.
Quantum Artificial Intelligence with Qiskit
Quantum Artificial Intelligence with Qiskit - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Quantum Artificial Intelligence with Qiskit write by Andreas Wichert. This book was released on 2024-01-26. Quantum Artificial Intelligence with Qiskit available in PDF, EPUB and Kindle. Quantum Artificial Intelligence (QAI) is a new interdisciplinary research field that combines quantum computing with Artificial Intelligence (AI), aiming to use the unique properties of quantum computers to enhance the capabilities of AI systems. Quantum Artificial Intelligence with Qiskit provides a cohesive overview of the field of QAI, providing the tools for readers to create and manipulate quantum programs on devices as accessible as a laptop computer. Introducing symbolical quantum algorithms, sub-symbolical quantum algorithms, and quantum Machine Learning (ML) algorithms, this book explains each process step by step with associated Qiskit listings. All examples are additionally available for download at https://github.com/andrzejwichert/qai. Allowing readers to learn the basic concepts of quantum computing on their home computers, this book is accessible to both the general readership as well as students and instructors of courses relating to computer science and AI.
Wireless Quantum Networks, Volume 1
Wireless Quantum Networks, Volume 1 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Wireless Quantum Networks, Volume 1 write by Savo G. Glisic. This book was released on 2024-06-28. Wireless Quantum Networks, Volume 1 available in PDF, EPUB and Kindle. Understand the future of wireless communication with this groundbreaking guide Quantum physics and quantum communications will be integral to the future of computing and telecommunications technology. Quantum technologies have applications in a vast array of advanced technological fields, including wireless technology, where communication speed, encryption, and networking methods promise to be revolutionized by their introduction. For the next generation of engineers and telecommunications experts, a thorough understanding of this groundbreaking area of research will be critical. Wireless Quantum Networks, Volume 1 promises to help readers build this understanding with a comprehensive guide. It offers thorough coverage of the principles, algorithms, and design elements underlying, due to its implementability, Intelligent Continuous Variable Quantum Technology (ICVQT), which incorporates aspects of quantum machine learning, quantum computing, and advantages in practical implementations compared with Discrete Variable counterpart. The result can be used as a stand-alone introduction to this essential subject or as the first step in a broad-based quantum computing and communication education, supplemented by Volume 2 of this series. Wireless Quantum Networks, Volume 1 readers will also find: Detailed treatment of topics including Quantum Information Theory, Deep Quantum Neural Networks, Entanglement, Quantum Network (QN) Routing, QN Topology design, Quantum Coding Theory, Quantum Computing Gates Libraries, and more Discussions grounded in the latest research, moving naturally from introductory to advanced proficiency Design examples within each chapter Wireless Quantum Networks Volume 1 is a must for computer scientists, engineers, and researchers interested in quantum communications, as well as advanced undergraduate and graduate students looking for a grounding in the subject.
