Data-Driven Intelligence in 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 Data-Driven Intelligence in Wireless Networks write by Muhammad Khalil Afzal. This book was released on 2023-03-27. Data-Driven Intelligence in Wireless Networks available in PDF, EPUB and Kindle. Covers details on wireless communication problems, conducive for data-driven solutions Provides a comprehensive account of programming languages, tools, techniques, and good practices Provides an introduction to data-driven techniques applied to wireless communication systems Examines data-driven techniques, performance, and design issues in wireless networks Includes several case studies that examine data-driven solution for QoS in heterogeneous wireless networks
Data-Driven Wireless Networks
Data-Driven 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 Data-Driven Wireless Networks write by Yue Gao. This book was released on 2018-10-19. Data-Driven Wireless Networks available in PDF, EPUB and Kindle. This SpringerBrief discusses the applications of spare representation in wireless communications, with a particular focus on the most recent developed compressive sensing (CS) enabled approaches. With the help of sparsity property, sub-Nyquist sampling can be achieved in wideband cognitive radio networks by adopting compressive sensing, which is illustrated in this brief, and it starts with a comprehensive overview of compressive sensing principles. Subsequently, the authors present a complete framework for data-driven compressive spectrum sensing in cognitive radio networks, which guarantees robustness, low-complexity, and security. Particularly, robust compressive spectrum sensing, low-complexity compressive spectrum sensing, and secure compressive sensing based malicious user detection are proposed to address the various issues in wideband cognitive radio networks. Correspondingly, the real-world signals and data collected by experiments carried out during TV white space pilot trial enables data-driven compressive spectrum sensing. The collected data are analysed and used to verify our designs and provide significant insights on the potential of applying compressive sensing to wideband spectrum sensing. This SpringerBrief provides readers a clear picture on how to exploit the compressive sensing to process wireless signals in wideband cognitive radio networks. Students, professors, researchers, scientists, practitioners, and engineers working in the fields of compressive sensing in wireless communications will find this SpringerBrief very useful as a short reference or study guide book. Industry managers, and government research agency employees also working in the fields of compressive sensing in wireless communications will find this SpringerBrief useful as well.
Data-driven Optimization of Next Generation High-density Wireless Networks
Data-driven Optimization of Next Generation High-density 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 Data-driven Optimization of Next Generation High-density Wireless Networks write by Sami Khairy. This book was released on 2021. Data-driven Optimization of Next Generation High-density Wireless Networks available in PDF, EPUB and Kindle.
Performance Optimization of Next-generation Data-driven Wireless Networks
Performance Optimization of Next-generation Data-driven 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 Performance Optimization of Next-generation Data-driven Wireless Networks write by Merima Kulin. This book was released on 2020. Performance Optimization of Next-generation Data-driven Wireless Networks available in PDF, EPUB and Kindle.
Data-Driven Intelligence in Wireless Networks
Data-Driven Intelligence in 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 Data-Driven Intelligence in Wireless Networks write by Muhammad Khalil Afzal. This book was released on 2023-03-27. Data-Driven Intelligence in Wireless Networks available in PDF, EPUB and Kindle. This book highlights the importance of data-driven techniques to solve wireless communication problems. It presents a number of problems (e.g., related to performance, security, and social networking), and provides solutions using various data-driven techniques, including machine learning, deep learning, federated learning, and artificial intelligence. This book details wireless communication problems that can be solved by data-driven solutions. It presents a generalized approach toward solving problems using specific data-driven techniques. The book also develops a taxonomy of problems according to the type of solution presented and includes several case studies that examine data-driven solutions for issues such as quality of service (QoS) in heterogeneous wireless networks, 5G/6G networks, and security in wireless networks. The target audience of this book includes professionals, researchers, professors, and students working in the field of networking, communications, machine learning, and related fields.
