Data Driven Wireless Networks

Author : Muhammad Khalil Afzal
Publisher : CRC Press
ISBN 13 : 1000841332
Total Pages : 267 pages
Book Rating : 4.36/5 ( download)

DOWNLOAD NOW!

Download or read book Data-Driven Intelligence in Wireless Networks written by Muhammad Khalil Afzal and published by CRC Press. This book was released on 2023-03-27 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Yue Gao
Publisher : Springer
ISBN 13 : 303000290X
Total Pages : 93 pages
Book Rating : 4.09/5 ( download)

DOWNLOAD NOW!

Download or read book Data-Driven Wireless Networks written by Yue Gao and published by Springer. This book was released on 2018-10-19 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Yao-Win Hong
Publisher :
ISBN 13 :
Total Pages : 444 pages
Book Rating : 4.03/5 ( download)

DOWNLOAD NOW!

Download or read book Data-driven Communications for Large Scale Wireless Sensor Networks written by Yao-Win Hong and published by . This book was released on 2005 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Yonina C. Eldar
Publisher : Cambridge University Press
ISBN 13 : 1108967736
Total Pages : 560 pages
Book Rating : 4.30/5 ( download)

DOWNLOAD NOW!

Download or read book Machine Learning and Wireless Communications written by Yonina C. Eldar and published by Cambridge University Press. This book was released on 2022-06-30 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can machine learning help the design of future communication networks – and how can future networks meet the demands of emerging machine learning applications? Discover the interactions between two of the most transformative and impactful technologies of our age in this comprehensive book. First, learn how modern machine learning techniques, such as deep neural networks, can transform how we design and optimize future communication networks. Accessible introductions to concepts and tools are accompanied by numerous real-world examples, showing you how these techniques can be used to tackle longstanding problems. Next, explore the design of wireless networks as platforms for machine learning applications – an overview of modern machine learning techniques and communication protocols will help you to understand the challenges, while new methods and design approaches will be presented to handle wireless channel impairments such as noise and interference, to meet the demands of emerging machine learning applications at the wireless edge.

Author : Mingzhe Chen
Publisher : Springer Nature
ISBN 13 : 3031512669
Total Pages : 189 pages
Book Rating : 4.67/5 ( download)

DOWNLOAD NOW!

Download or read book Communication Efficient Federated Learning for Wireless Networks written by Mingzhe Chen and published by Springer Nature. This book was released on with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Yonina C. Eldar
Publisher : Cambridge University Press
ISBN 13 : 1108832989
Total Pages : 559 pages
Book Rating : 4.84/5 ( download)

DOWNLOAD NOW!

Download or read book Machine Learning and Wireless Communications written by Yonina C. Eldar and published by Cambridge University Press. This book was released on 2022-08-04 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover connections between these transformative and impactful technologies, through comprehensive introductions and real-world examples.

Author : Steven L. Brunton
Publisher : Cambridge University Press
ISBN 13 : 1009098489
Total Pages : 615 pages
Book Rating : 4.89/5 ( download)

DOWNLOAD NOW!

Download or read book Data-Driven Science and Engineering written by Steven L. Brunton and published by Cambridge University Press. This book was released on 2022-05-05 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

Author : Ying Wang
Publisher : Springer
ISBN 13 : 3319424548
Total Pages : 60 pages
Book Rating : 4.45/5 ( download)

DOWNLOAD NOW!

Download or read book QoE Management in Wireless Networks written by Ying Wang and published by Springer. This book was released on 2016-08-01 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: This SpringerBrief presents research results on QoE management schemes for mobile services, including user services, and resource allocation. Along with a review of the research literature, it offers a data-driven architecture for personalized QoE management in wireless networks. The primary focus is on introducing efficient personalized character extraction mechanisms, e.g., context-aware Bayesian graph model, and cooperative QoE management mechanisms. Moreover, in order to demonstrate in the effectiveness of the QoE model, a QoE measurement platform is described and its collected data examined. The brief concludes with a discussion of future research directions. The example mechanisms and the data-driven architecture provide useful insights into the designs of QoE management, and motivate a new line of thinking for users' satisfaction in future wireless networks.

Author : T P Singh
Publisher : Springer Nature
ISBN 13 : 9811598738
Total Pages : 597 pages
Book Rating : 4.39/5 ( download)

DOWNLOAD NOW!

Download or read book Data Driven Approach Towards Disruptive Technologies written by T P Singh and published by Springer Nature. This book was released on 2021-04-06 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a compilation of peer-reviewed papers presented at the International Conference on Machine Intelligence and Data Science Applications, organized by the School of Computer Science, University of Petroleum & Energy Studies, Dehradun, India, during 4–5 September 2020. The book addresses the algorithmic aspect of machine intelligence which includes the framework and optimization of various states of algorithms. Variety of papers related to wide applications in various fields like data-driven industrial IoT, bioinformatics, network and security, autonomous computing and various other aligned areas. The book concludes with interdisciplinary applications like legal, health care, smart society, cyber-physical system and smart agriculture. All papers have been carefully reviewed. The book is of interest to computer science engineers, lecturers/researchers in machine intelligence discipline and engineering graduates.

Author : Paulo Marques
Publisher : Springer
ISBN 13 : 3319762079
Total Pages : 359 pages
Book Rating : 4.74/5 ( download)

DOWNLOAD NOW!

Download or read book Cognitive Radio Oriented Wireless Networks written by Paulo Marques and published by Springer. This book was released on 2018-02-26 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed conference proceedings of the 12th International Conference on Cognitive Radio Oriented Wireless Networks, CROWNCOM 2017, held in Lisbon, Portugal, in September 2017. The 28 revised full papers presented were carefully reviewed and selected from numerous submissions and cover the evolution of cognitive radio technology pertaining to 5G networks. The papers are clustered to topics on spectrum management; network management; trials, test beds, and tools; PHY and sensing; spectrum management.