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Full Description
The ICT industry is a major consumer of global energy. The energy crisis, global warming problems, dramatic growth in data traffic and the increased complexity of emerging networks are pushing academic and industry research towards the development of energy-saving and energy-efficient architectures, technologies and networks in order to reduce the carbon footprint while ensuring efficient and reliable communication networks, and environmental sustainability. Attractive solutions for the design and implementation of energy efficient wireless networks and 5G technologies include massive MIMO, non-orthogonal multiple access, and energy harvesting communications. Tools from areas such as machine and deep learning are being investigated to establish optimal approaches and understand fundamental limits. Moreover, new promising heterogeneous and decentralized network architectures and the Internet-of-Things (IoT) will have an impact on the successful implementation of future and next generation green wireless communications.
The aim of this edited book is to present state-of-the art research from theory to practice, and all aspects of green communication methods and technologies for the design of next generation green wireless communication systems and networks. This advanced research title will be of interest to an audience of researchers, engineers, scientists and developers from academia and the industry working in the fields of ICTs, signal processing, networking, power and energy systems, environmental and sustainable engineering, sensing and electronics. It will also be a very useful text for lecturers, postdocs, PhD and masters students researching the design of the next generation wireless communication systems and networks.
Contents
Chapter 1: Introduction
Part I: Mathematical tools for energy efficiency
Chapter 2: Optimization techniques for energy efficiency
Chapter 3: Deep learning for energy-efficient beyond 5G networks
Chapter 4: Scheduling resources in 5G networks for energy efficiency
Part II: Renewable energy and energy harvesting
Chapter 5: Renewable energy-enabled wireless networks
Chapter 6: Coverage and secrecy analysis of RF-powered Internet-of-Things
Chapter 7: Backscatter communications for ultra-low-power IoT: from theory to applications
Chapter 8: Age minimization in energy harvesting communications
Part III: Energy-efficient techniques and concepts for future networks
Chapter 9: Fundamental limits of energy efficiency in 5G multiple antenna systems
Chapter 10: Energy-efficient design for doubly massive MIMO millimeter wave wireless systems
Chapter 11: Energy-efficient methods for cloud radio access networks
Chapter 12: Energy-efficient full-duplex networks
Chapter 13: Energy-efficient resource allocation design for NOMA systems
Chapter 14: Energy-efficient illumination toward green communications
Chapter 15: Conclusions and future developments