Mobile and Wireless Communications with Practical Use-Case Scenarios
Gebonden Engels 2022 9781032119014Samenvatting
The growing popularity of advanced multimedia-rich applications along with the increasing affordability of high-end smart mobile devices has led to a massive growth in mobile data traffic that puts significant pressure on the underlying network technology. However, no single network technology will be equipped to deal with this explosion of mobile data traffic. While wireless technologies had a spectacular evolution over the past years, the present trend is to adopt a global heterogeneous network of shared standards that enables the provisioning of quality of service and quality of experience to the end-user. To this end, enabling technologies like machine learning, Internet of Things and digital twins are seen as promising solutions for next generation networks that will enable an intelligent adaptive interconnected environment with support for prediction and decision making so that the heterogeneous applications and users' requirements can be highly satisfied.
The aim of this textbook is to provide the readers with a comprehensive technical foundation of the mobile communication systems and wireless network design, and operations and applications of various radio access technologies. Additionally, it also introduces the reader to the latest advancements in technologies in terms of Internet of Things ecosystems, machine learning and digital twins for IoT-enabled intelligent environments. Furthermore, this textbook also includes practical use-case scenarios using Altair WinProp Software as well as Python, TensorFlow and Jupyter as support for practice-based laboratory sessions.
Specificaties
Lezersrecensies
Inhoudsopgave
II. Evolution of Mobile and Wireless Systems. 4 The Cellular Concept and Evolution. 4.1 Cellular Systems Fundamentals. 4.2 Traffic Engineering in Cellular Systems – Problem Solving. 4.3 Mobility Management and Handover. 4.4 Evolution from 1G to 5G and Beyond. 4.5 Practical Use-Case Scenario: Network Planning for urban scenarios using LTE with Altair WinProp. 4.6 Practical Use-Case Scenario: 5G Network Planning with Altair WinProp. 5. Satellite Communications. 5.1 The Future of Satellite Communications. 5.2 Satellite Basics. 5.3 Applications of Satellites. 5.4 Routing and Localization. 5.5 Practical Use-Case Scenario: Satellite Communications using Altair WinProp. 6. Wireless Evolution. 6.1 Wireless Technologies Evolution. 6.2 Mobile Ad-Hoc Networks. 6.3 Vehicular Networks. 6.4 Millimeter Wave Multi Gigabit Wireless Networks. 6.5 Use-Case Scenarios: Trends in Heterogeneous Environments Integration. 6.6 Practical Use-Case Scenario: Wireless Indoor Communication using Altair WinProp.
III. Paradigms of Intelligent-based Networked Systems. 7. Intelligent Environments and Internet of Things. 7.1 IoT Life-cycle. 7.2 IoT Applications. 7.3 Wireless Access Networks for IoT. 7.4 Introduction to Machine Learning for IoT. 7.5 Digital Twins for Industrial IoT. 7.6 Use-Case Scenario: Technology for Public Health Emergencies. 7.7 Practical Use-Case Scenario: ML for Predictive Maintenance and IoT using Python, Tensorflow, Jupiter. 7.8 Practical Use-Case Scenario: ML for Smart Cities IoT using Python, Tensorflow, Jupiter.
List of Acronyms. Index.
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