Data Driven Intelligence In Wireless Networks

Author : Muhammad Khalil Afzal
Publisher : CRC Press
ISBN 13 : 1000841448
Total Pages : 405 pages
Book Rating : 4.42/5 ( download)

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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 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

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

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

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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 : Ye Ouyang
Publisher : Springer
ISBN 13 : 3319923129
Total Pages : 196 pages
Book Rating : 4.23/5 ( download)

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Download or read book Mining Over Air: Wireless Communication Networks Analytics written by Ye Ouyang and published by Springer. This book was released on 2018-07-27 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the concepts, applications and development of data science in the telecommunications industry by focusing on advanced machine learning and data mining methodologies in the wireless networks domain. Mining Over Air describes the problems and their solutions for wireless network performance and quality, device quality readiness and returns analytics, wireless resource usage profiling, network traffic anomaly detection, intelligence-based self-organizing networks, telecom marketing, social influence, and other important applications in the telecom industry. Written by authors who study big data analytics in wireless networks and telecommunication markets from both industrial and academic perspectives, the book targets the pain points in telecommunication networks and markets through big data. Designed for both practitioners and researchers, the book explores the intersection between the development of new engineering technology and uses data from the industry to understand consumer behavior. It combines engineering savvy with insights about human behavior. Engineers will understand how the data generated from the technology can be used to understand the consumer behavior and social scientists will get a better understanding of the data generation process.

Author : Rajeev Mathur
Publisher : Springer Nature
ISBN 13 : 9811639159
Total Pages : 350 pages
Book Rating : 4.59/5 ( download)

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Download or read book Emerging Trends in Data Driven Computing and Communications written by Rajeev Mathur and published by Springer Nature. This book was released on 2021-09-27 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes best selected, high-quality research papers presented at International Conference on Data Driven Computing and IoT (DDCIoT 2021) organized jointly by Geetanjali Institute of Technical Studies (GITS), Udaipur, and Rajasthan Technical University, Kota, India, during March 20–21, 2021. This book presents influential ideas and systems in the field of data driven computing, information technology, and intelligent systems.

Author : Brij Gupta
Publisher :
ISBN 13 : 9781799877905
Total Pages : 305 pages
Book Rating : 4.06/5 ( download)

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Download or read book Advances in Malware and Data-Driven Network Security written by Brij Gupta and published by . This book was released on 2021 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book describes some of the recent notable advances in threat-detection using machine-learning and artificial-intelligence with a focus on malwares, covering the current trends in ML/statistical approaches to detecting, clustering or classification of cyber-threats extensively"--

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

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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 : George Mastorakis
Publisher : IET
ISBN 13 : 1839530952
Total Pages : 452 pages
Book Rating : 4.51/5 ( download)

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Download or read book Intelligent Wireless Communications written by George Mastorakis and published by IET. This book was released on 2021-04-21 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aimed at researchers, engineers and scientists involved in the design and development of protocols and AI applications for wireless communication devices and networks, this edited book presents recent research and innovations in emerging AI methods and AI-powered mechanisms, and future perspectives in this field.

Author : K. Suganthi
Publisher : CRC Press
ISBN 13 : 1000441814
Total Pages : 296 pages
Book Rating : 4.19/5 ( download)

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Download or read book Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems written by K. Suganthi and published by CRC Press. This book was released on 2021-09-14 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers the latest advances and results in the fields of Machine Learning and Deep Learning for Wireless Communication and provides positive and critical discussions on the challenges and prospects. It provides a broad spectrum in understanding the improvements in Machine Learning and Deep Learning that are motivating by the specific constraints posed by wireless networking systems. The book offers an extensive overview on intelligent Wireless Communication systems and its underlying technologies, research challenges, solutions, and case studies. It provides information on intelligent wireless communication systems and its models, algorithms and applications. The book is written as a reference that offers the latest technologies and research results to various industry problems.

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

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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: