Improving Next Generation Wireless Network Performance And Reliability With Deep Learning

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Next-Generation Wireless Networks Meet Advanced Machine Learning Applications

Author : Com?a, Ioan-Sorin
Publisher : IGI Global
ISBN 13 : 152257459X
Total Pages : 379 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Next-Generation Wireless Networks Meet Advanced Machine Learning Applications by : Com?a, Ioan-Sorin

Download or read book Next-Generation Wireless Networks Meet Advanced Machine Learning Applications written by Com?a, Ioan-Sorin and published by IGI Global. This book was released on 2019-01-25 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ever-evolving wireless technology industry is demanding new technologies and standards to ensure a higher quality of experience for global end-users. This developing challenge has enabled researchers to identify the present trend of machine learning as a possible solution, but will it meet business velocity demand? Next-Generation Wireless Networks Meet Advanced Machine Learning Applications is a pivotal reference source that provides emerging trends and insights into various technologies of next-generation wireless networks to enable the dynamic optimization of system configuration and applications within the fields of wireless networks, broadband networks, and wireless communication. Featuring coverage on a broad range of topics such as machine learning, hybrid network environments, wireless communications, and the internet of things; this publication is ideally designed for industry experts, researchers, students, academicians, and practitioners seeking current research on various technologies of next-generation wireless networks.

AI, Machine Learning and Deep Learning

Author : Fei Hu
Publisher : CRC Press
ISBN 13 : 1000878872
Total Pages : 347 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis AI, Machine Learning and Deep Learning by : Fei Hu

Download or read book AI, Machine Learning and Deep Learning written by Fei Hu and published by CRC Press. This book was released on 2023-06-05 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, Artificial Intelligence (AI) and Machine Learning/ Deep Learning (ML/DL) have become the hottest areas in information technology. In our society, many intelligent devices rely on AI/ML/DL algorithms/tools for smart operations. Although AI/ML/DL algorithms and tools have been used in many internet applications and electronic devices, they are also vulnerable to various attacks and threats. AI parameters may be distorted by the internal attacker; the DL input samples may be polluted by adversaries; the ML model may be misled by changing the classification boundary, among many other attacks and threats. Such attacks can make AI products dangerous to use. While this discussion focuses on security issues in AI/ML/DL-based systems (i.e., securing the intelligent systems themselves), AI/ML/DL models and algorithms can actually also be used for cyber security (i.e., the use of AI to achieve security). Since AI/ML/DL security is a newly emergent field, many researchers and industry professionals cannot yet obtain a detailed, comprehensive understanding of this area. This book aims to provide a complete picture of the challenges and solutions to related security issues in various applications. It explains how different attacks can occur in advanced AI tools and the challenges of overcoming those attacks. Then, the book describes many sets of promising solutions to achieve AI security and privacy. The features of this book have seven aspects: This is the first book to explain various practical attacks and countermeasures to AI systems Both quantitative math models and practical security implementations are provided It covers both "securing the AI system itself" and "using AI to achieve security" It covers all the advanced AI attacks and threats with detailed attack models It provides multiple solution spaces to the security and privacy issues in AI tools The differences among ML and DL security and privacy issues are explained Many practical security applications are covered

Wireless Networks

Author : Hamid Jahankhani
Publisher : Springer Nature
ISBN 13 : 3031336313
Total Pages : 352 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Wireless Networks by : Hamid Jahankhani

Download or read book Wireless Networks written by Hamid Jahankhani and published by Springer Nature. This book was released on 2023-09-24 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, wireless networks communication has become the fundamental basis of our work, leisure, and communication life from the early GSM mobile phones to the Internet of Things and Internet of Everything communications. All wireless communications technologies such as Bluetooth, NFC, wireless sensors, wireless LANs, ZigBee, GSM, and others have their own challenges and security threats. This book addresses some of these challenges focusing on the implication, impact, and mitigations of the stated issues. The book provides a comprehensive coverage of not only the technical and ethical issues presented by the use of wireless networks but also the adversarial application of wireless networks and its associated implications. The authors recommend a number of novel approaches to assist in better detecting, thwarting, and addressing wireless challenges and threats. The book also looks ahead and forecasts what attacks can be carried out in the future through the malicious use of the wireless networks if sufficient defenses are not implemented. The research contained in the book fits well into the larger body of work on various aspects of wireless networks and cyber-security. The book provides a valuable reference for cyber-security experts, practitioners, and network security professionals, particularly those interested in the security of the various wireless networks. It is also aimed at researchers seeking to obtain a more profound knowledge in various types of wireless networks in the context of cyber-security, wireless networks, and cybercrime. Furthermore, the book is an exceptional advanced text for Ph.D. and master’s degree programs in cyber-security, network security, cyber-terrorism, and computer science who are investigating or evaluating a security of a specific wireless network. Each chapter is written by an internationally-renowned expert who has extensive experience in law enforcement, industry, or academia. Furthermore, this book blends advanced research findings with practice-based methods to provide the reader with advanced understanding and relevant skills.

Security and Privacy for Next-Generation Wireless Networks

Author : Sheng Zhong
Publisher : Springer
ISBN 13 : 303001150X
Total Pages : 194 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Security and Privacy for Next-Generation Wireless Networks by : Sheng Zhong

Download or read book Security and Privacy for Next-Generation Wireless Networks written by Sheng Zhong and published by Springer. This book was released on 2018-11-22 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This timely book provides broad coverage of security and privacy issues in the macro and micro perspective. In macroperspective, the system and algorithm fundamentals of next-generation wireless networks are discussed. In micro-perspective, this book focuses on the key secure and privacy techniques in different emerging networks from the interconnection view of human and cyber-physical world. This book includes 7 chapters from prominent international researchers working in this subject area. This book serves as a useful reference for researchers, graduate students, and practitioners seeking solutions to wireless security and privacy related issues Recent advances in wireless communication technologies have enabled the large-scale deployment of next-generation wireless networks, and many other wireless applications are emerging. The next generation of mobile networks continues to transform the way people communicate and access information. As a matter of fact, next-generation emerging networks are exploiting their numerous applications in both military and civil fields. For most applications, it is important to guarantee high security of the deployed network in order to defend against attacks from adversaries, as well as the privacy intrusion. The key target in the development of next-generation wireless networks is to promote the integration of the human, cyber, and physical worlds. Previous work in Cyber Physical Systems (CPS) considered the connection between the cyber world and the physical world. In the recent studies, human involvement brings new channels and initiatives in this interconnection. In this integration process, security and privacy are critical issues to many wireless network applications, and it is a paramount concern for the growth of next-generation wireless networks. This is due to the open nature of wireless communication and the involvement of humans. New opportunities for tackling these security and privacy issues in next-generation wireless networks will be achieved by leveraging the properties of interaction among human, computers and things.

Proceedings of the 2022 6th International Seminar on Education, Management and Social Sciences (ISEMSS 2022)

Author : Ghaffar Ali
Publisher : Springer Nature
ISBN 13 : 2494069319
Total Pages : 3792 pages
Book Rating : 4.4/5 (94 download)

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Book Synopsis Proceedings of the 2022 6th International Seminar on Education, Management and Social Sciences (ISEMSS 2022) by : Ghaffar Ali

Download or read book Proceedings of the 2022 6th International Seminar on Education, Management and Social Sciences (ISEMSS 2022) written by Ghaffar Ali and published by Springer Nature. This book was released on 2023-09-16 with total page 3792 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. The aim of 2022 6th International Seminar on Education, Management and Social Sciences (ISEMSS 2022) is to bring together innovative academics and industrial experts in the field of Education, Management and Social Sciences to a common forum. The primary goal of the conference is to promote research and developmental activities in Education, Management and Social Sciences and another goal is to promote scientific information interchange between researchers, developers, students, and practitioners working all around the world. The conference will be held every year to make it an ideal platform for people to share views and experiences in Education, Management and Social Sciences and related areas.

Proceedings of the 5th International Conference on Data Science, Machine Learning and Applications; Volume 2

Author : Amit Kumar
Publisher : Springer Nature
ISBN 13 : 9819780438
Total Pages : 1425 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Proceedings of the 5th International Conference on Data Science, Machine Learning and Applications; Volume 2 by : Amit Kumar

Download or read book Proceedings of the 5th International Conference on Data Science, Machine Learning and Applications; Volume 2 written by Amit Kumar and published by Springer Nature. This book was released on with total page 1425 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the 12th International Conference on Computer Engineering and Networks

Author : Qi Liu
Publisher : Springer Nature
ISBN 13 : 9811969019
Total Pages : 1506 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of the 12th International Conference on Computer Engineering and Networks by : Qi Liu

Download or read book Proceedings of the 12th International Conference on Computer Engineering and Networks written by Qi Liu and published by Springer Nature. This book was released on 2022-10-19 with total page 1506 pages. Available in PDF, EPUB and Kindle. Book excerpt: This conference proceeding is a collection of the papers accepted by the CENet2022 – the 12th International Conference on Computer Engineering and Networks held on November 4-7, 2022 in Haikou, China. The topics focus but are not limited to Internet of Things and Smart Systems, Artificial Intelligence and Applications, Communication System Detection, Analysis and Application, and Medical Engineering and Information Systems. Each part can be used as an excellent reference by industry practitioners, university faculties, research fellows and undergraduates as well as graduate students who need to build a knowledge base of the most current advances and state-of-practice in the topics covered by this conference proceedings. This will enable them to produce, maintain, and manage systems with high levels of trustworthiness and complexity.

Next Generation Wireless Communication

Author : Mohammed El Ghzaoui
Publisher : Springer Nature
ISBN 13 : 3031561449
Total Pages : 668 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Next Generation Wireless Communication by : Mohammed El Ghzaoui

Download or read book Next Generation Wireless Communication written by Mohammed El Ghzaoui and published by Springer Nature. This book was released on 2024 with total page 668 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dynamic Spectrum Management

Author : Ying-Chang Liang
Publisher : Springer Nature
ISBN 13 : 9811507767
Total Pages : 180 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Dynamic Spectrum Management by : Ying-Chang Liang

Download or read book Dynamic Spectrum Management written by Ying-Chang Liang and published by Springer Nature. This book was released on 2019-11-02 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book, authored by a world-leading researcher in this field, describes fundamentals of dynamic spectrum management, provides a systematic overview on the enabling technologies covering cognitive radio, blockchain, and artificial intelligence, and offers valuable guidance for designing advanced wireless communications systems. This book is intended for a broad range of readers, including students and professionals in this field, as well as radio spectrum policy makers.

Next Generation Marine Wireless Communication Networks

Author : Bin Lin
Publisher : Springer Nature
ISBN 13 : 3030973077
Total Pages : 160 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Next Generation Marine Wireless Communication Networks by : Bin Lin

Download or read book Next Generation Marine Wireless Communication Networks written by Bin Lin and published by Springer Nature. This book was released on 2022-04-25 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a novel framework design for the next generation Marine Wireless Communication Networks (MWCNs). The authors first provide an overview of MWCNs, followed by a discussion of challenges in the design and development of MWCNs in support of a diversity of marine services such as real-time marine monitoring, offshore oil exploration, drilling, marine tourism and fishing. The authors then propose cross layer networking solutions to achieve a high performance modern MWCN that enables efficient and reliable data transmissions under hostile marine environment, which include the network deployment, the physical layer channel coding, intelligent network access and resource management, and learning-based opportunistic routing. Finally, the authors summarize the book and present some open issues that will lead to new research directions in the next generation MWCNs.

Next Generation Wireless Networks

Author : Sirin Tekinay
Publisher : Springer Science & Business Media
ISBN 13 : 0792372409
Total Pages : 267 pages
Book Rating : 4.7/5 (923 download)

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Book Synopsis Next Generation Wireless Networks by : Sirin Tekinay

Download or read book Next Generation Wireless Networks written by Sirin Tekinay and published by Springer Science & Business Media. This book was released on 2001 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an organized and edited work of enabling technologies for the applications and services needed for future wireless networks. Its focus is the defining architectures, services and applications, with coverage of all layers, i.e., from the physical layer to the information handling layers of the network. The new wireless network architectures are geared specifically for enabling mobility and location-enhanced applications. Presented first are tutorials on new network architectures, including a discussion of "infostations", the role of satellites in broadband wireless access, and the "infocity" concept. The next three chapters present material that describes the state-of-the-art in wireless geolocation systems (including "assisted GPS"), alternatives for wireless geolocation, and empirical data on wireless geolocation capabilities. The first of the last two chapters demonstrates the use of location information in next generation wireless networks, with coverage of real-time geolocation measurements in mobile connectivity. The final chapter portrays the creation of a "killer application" in wireless networks. Leading researchers in the field have contributed to this volume. Next Generation Wireless Networks is essential reading for engineers, researchers, application design specialists, and product managers in the field of wireless network architectures and wireless geolocation.

6G Communication Network

Author : Ajay Kumar Vyas
Publisher : CRC Press
ISBN 13 : 1040132839
Total Pages : 376 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis 6G Communication Network by : Ajay Kumar Vyas

Download or read book 6G Communication Network written by Ajay Kumar Vyas and published by CRC Press. This book was released on 2024-11-18 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on 6G technology beyond 5G. The objective of next generation 6G wireless communications is to improve the benchmarks while simultaneously delivering additional services. Many widely expected future services, such as life‐critical services and wireless brain‐computer interactions, will be important to their success. This book presents the evolution of 6G technology, architecture, and implementation. This book provides a comprehensive overview of the theoretical and experimental modelling of 6G communication, providing detailed implementation issues and performance evaluation of emerging technologies along with research results, and networking methods. This book: • Contains a comprehensive overview of 6G communication network technology. • Contains both fundamental theories and cutting‐edge technologies. • Covers implementations, architecture, security, privacy, and reliability in 6G communication and performance analysis of the 6G communication. • Future trends and applications covered include vehicle‐to‐everything, massive radio access networks, Massive IoT Access Cybertwin, Sustainable Society 5.0 using 6G communication. • Covers the challenges and research directions to enable future research to make 6G communication a wireless solution for sustainability. • Contains a comprehensive overview of 6G communication network technology. • Contains both fundamental theories and cutting‐edge technologies. • Covers implementations, architecture, security, privacy, and reliability in 6G communication and performance analysis of the 6G communication. • Future trends and applications covered include vehicle‐to‐everything, massive radio access networks, Massive IoT Access Cybertwin, Sustainable Society 5.0 using 6G communication. • Covers the challenges and research directions to enable future research to make 6G communication a wireless solution for sustainability. This book is primarily written for senior undergraduate students, graduate students, and academic researchers in the fields of electrical engineering, electronics, communications engineering, and computer science and engineering.

Deep Learning-Powered Technologies

Author : Khaled Salah Mohamed
Publisher : Springer Nature
ISBN 13 : 303135737X
Total Pages : 216 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Deep Learning-Powered Technologies by : Khaled Salah Mohamed

Download or read book Deep Learning-Powered Technologies written by Khaled Salah Mohamed and published by Springer Nature. This book was released on 2023-06-23 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers various, leading-edge deep learning technologies. The author discusses new applications of deep learning and gives insight into the integration of deep learning with various application domains, such as autonomous driving, augmented reality, AIOT, 5G and beyond.

Challenges and Risks Involved in Deploying 6G and NextGen Networks

Author : Bharathy, A.M. Viswa
Publisher : IGI Global
ISBN 13 : 1668438062
Total Pages : 258 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Challenges and Risks Involved in Deploying 6G and NextGen Networks by : Bharathy, A.M. Viswa

Download or read book Challenges and Risks Involved in Deploying 6G and NextGen Networks written by Bharathy, A.M. Viswa and published by IGI Global. This book was released on 2022-06-24 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a need to be aware of the challenges awaiting us in next generation (NextGen) networks in order to take the proper steps to either minimize or eliminate issues as they present themselves. Incorporating artificial intelligence in NextGen networks for privacy and security policies will serve this purpose. It is essential to stay current with these emerging technologies and applications in order to maintain safe and secure communications in the future. Challenges and Risks Involved in Deploying 6G and NextGen Networks explores strategies for the design and deployment of more secured and user-centered NextGen networks through artificial intelligence to enrich user experience. It further investigates the political, social, and geographical challenges involved in realizing these 6G networks and explores ways to improve the security of future potential applications as well as protect user data from illegal access. Covering topics such as deep learning algorithms, aerial network communication, and edge computing, this major reference work is an indispensable resource for regulatory and policy groups, associations and technology groups, government and international bodies, technology executives and technical institutions, management consulting and advisory firms, communication engineers, network engineers, students and educators of higher education, researchers, and academicians.

Tactile Internet

Author : Frank H. P. Fitzek
Publisher : Academic Press
ISBN 13 : 0128213558
Total Pages : 510 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Tactile Internet by : Frank H. P. Fitzek

Download or read book Tactile Internet written by Frank H. P. Fitzek and published by Academic Press. This book was released on 2021-03-06 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tactile Internet with Human-in-the-Loop describes the change from the current Internet, which focuses on the democratization of information independent of location or time, to the Tactile Internet, which democratizes skills to promote equity that is independent of age, gender, sociocultural background or physical limitations. The book promotes the concept of the Tactile Internet for remote closed-loop human-machine interaction and describes the main challenges and key technologies. Current standardization activities in the field for IEEE and IETF are also described, making this book an ideal resource for researchers, graduate students, and industry R&D engineers in communications engineering, electronic engineering, and computer engineering. - Provides a comprehensive reference that addresses all aspects of the Tactile Internet – technologies, engineering challenges, use cases and standards - Written by leading researchers in the field - Presents current standardizations surrounding the IETF and the IEEE - Contains use cases that illustrate practical applications

From 5G to 6G

Author : Abdulrahman Yarali
Publisher : John Wiley & Sons
ISBN 13 : 1119883105
Total Pages : 227 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis From 5G to 6G by : Abdulrahman Yarali

Download or read book From 5G to 6G written by Abdulrahman Yarali and published by John Wiley & Sons. This book was released on 2023-06-30 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: From 5G to 6G Understand the transition to the sixth generation of wireless with this bold introduction The transition from the fifth generation of wireless communication (5G) to the coming sixth generation (6G) promises to be one of the most significant phases in the history of telecommunications. The technological, social, and logistical challenges promise to be significant, and meeting these challenges will determine the future of wireless communication. Experts and professionals across dozens of fields and industries are beginning to reckon seriously with these challenges as the 6G revolution approaches. From 5G to 6G provides an overview of this transition, offering a snapshot of a moment in which 5G is establishing itself and 6G draws ever nearer. It focuses on recent advances in wireless technology that brings 6G closer to reality, as well as the near-term challenges that still have to be met for this transition to succeed. The result is an essential book for anyone wishing to understand the future of wireless telecommunications in an increasingly connected world. From 5G to 6G readers will also find: 6G applications to both AI and Machine Learning, technologies which loom ever larger in wireless communication Discussion of subjects including smart healthcare, cybersecurity, extended reality, and more Treatment of the ongoing infrastructural and technological requirements for 6G From 5G to 6G is essential for researchers and academics in wireless communication and computer science, as well as for undergraduates in related subjects and professionals in wireless-adjacent fields.

Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems

Author : K. Suganthi
Publisher : CRC Press
ISBN 13 : 1000441814
Total Pages : 285 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems by : K. Suganthi

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 2021-09-13 with total page 285 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.