Connectivity and Edge Computing in IoT: Customized Designs and AI-based Solutions PDF Download
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Author: Jie Gao
Publisher: Springer Nature
ISBN: 303088743X
Category : Computers
Languages : en
Pages : 177
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Book Description
This book covers connectivity and edge computing solutions for representative Internet of Things (IoT) use cases, including industrial IoT, rural IoT, Internet of Vehicles (IoV), and mobile virtual reality (VR). Based on their unique characteristics and requirements, customized solutions are designed with targets such as supporting massive connections or seamless mobility and achieving low latency or high energy efficiency. Meanwhile, the book highlights the role of artificial intelligence (AI) in future IoT networks and showcases AI-based connectivity and edge computing solutions. The solutions presented in this book serve the overall purpose of facilitating an increasingly connected and intelligent world. The potential benefits of the solutions include increased productivity in factories, improved connectivity in rural areas, enhanced safety for vehicles, and enriched entertainment experiences for mobile users. Featuring state-of-the-art research in the IoT field, this book can help answer the question of how to connect billions of diverse devices and enable seamless data collection and processing in future IoT. The content also provides insights regarding the significance of customizing use case-specific solutions as well as approaches of using various AI methods to empower IoT. This book targets researchers and graduate students working in the areas of electrical engineering, computing engineering, and computer science as a secondary textbook or reference. Professionals in industry who work in the field of IoT will also find this book useful.
Author: Jie Gao
Publisher: Springer Nature
ISBN: 303088743X
Category : Computers
Languages : en
Pages : 177
Get Book Here
Book Description
This book covers connectivity and edge computing solutions for representative Internet of Things (IoT) use cases, including industrial IoT, rural IoT, Internet of Vehicles (IoV), and mobile virtual reality (VR). Based on their unique characteristics and requirements, customized solutions are designed with targets such as supporting massive connections or seamless mobility and achieving low latency or high energy efficiency. Meanwhile, the book highlights the role of artificial intelligence (AI) in future IoT networks and showcases AI-based connectivity and edge computing solutions. The solutions presented in this book serve the overall purpose of facilitating an increasingly connected and intelligent world. The potential benefits of the solutions include increased productivity in factories, improved connectivity in rural areas, enhanced safety for vehicles, and enriched entertainment experiences for mobile users. Featuring state-of-the-art research in the IoT field, this book can help answer the question of how to connect billions of diverse devices and enable seamless data collection and processing in future IoT. The content also provides insights regarding the significance of customizing use case-specific solutions as well as approaches of using various AI methods to empower IoT. This book targets researchers and graduate students working in the areas of electrical engineering, computing engineering, and computer science as a secondary textbook or reference. Professionals in industry who work in the field of IoT will also find this book useful.
Author: Sudeep Pasricha
Publisher: Springer Nature
ISBN: 3031399323
Category : Technology & Engineering
Languages : en
Pages : 481
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Book Description
This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative application domains, exploring the efficient hardware design of efficient machine learning accelerators, memory optimization techniques, illustrating model compression and neural architecture search techniques for energy-efficient and fast execution on resource-constrained hardware platforms, and understanding hardware-software codesign techniques for achieving even greater energy, reliability, and performance benefits. Discusses efficient implementation of machine learning in embedded, CPS, IoT, and edge computing; Offers comprehensive coverage of hardware design, software design, and hardware/software co-design and co-optimization; Describes real applications to demonstrate how embedded, CPS, IoT, and edge applications benefit from machine learning.
Author: Souvik Pal
Publisher: Springer Nature
ISBN: 3031583884
Category :
Languages : en
Pages : 392
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Book Description
Author: Fengji Luo
Publisher: Frontiers Media SA
ISBN: 2832514332
Category : Technology & Engineering
Languages : en
Pages : 128
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Book Description
Author: George J. Dimitrakopoulos
Publisher: Elsevier
ISBN: 0128182822
Category : Transportation
Languages : en
Pages : 274
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Book Description
The Future of Intelligent Transport Systems considers ITS from three perspectives: users, business models and regulation/policy. Topics cover in-vehicle applications, such as autonomous driving, vehicle-to-vehicle/vehicle-to-infrastructure communication, and related applications, such as personalized mobility. The book also examines ITS technology enablers, such as sensing technologies, wireless communication, computational technology, user behavior as part of the transportation chain, financial models that influence ITS, regulations, policies and standards affecting ITS, and the future of ITS applications. Users will find a holistic approach to the most recent technological advances and the future spectrum of mobility. - Systematically presents the whole spectrum of next generation Intelligent Transport Systems (ITS) technologies - Integrates coverage of personalized mobility and digital assistants, big data analytics and autonomous driving - Includes end-of-chapter, open-ended questions that trigger thinking on the technological, managerial and regulatory aspects of ITS
Author: Abhishek Mishra
Publisher: Springer Nature
ISBN:
Category :
Languages : en
Pages : 268
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Book Description
Author: Malaya Dutta Borah
Publisher: Springer Nature
ISBN: 9811928681
Category : Computers
Languages : en
Pages : 263
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Book Description
This book highlights future research directions and latent solutions by integrating AI and Blockchain 6G networks, comprising computation efficiency, algorithms robustness, hardware development and energy management. This book brings together leading researchers in Academia and industry from diverse backgrounds to deliver to the technical community an outline of emerging technologies, advanced architectures, challenges, open issues and future directions of 6G networks. This book is written for researchers, professionals and students to learn about the integration of technologies such as AI and Blockchain into 6G network and communications. This book addresses the topics such as consensus protocol, architecture, intelligent dynamic resource management, security and privacy in 6G to integrate AI and Blockchain and new real-time application with further research opportunities.
Author: Gautam Srivastava
Publisher: Springer Nature
ISBN: 3031281500
Category : Computers
Languages : en
Pages : 246
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Book Description
This book offers the latest research results in security and privacy for Intelligent Edge Computing Systems. It presents state-of-the art content and provides an in-depth overview of the basic background in this related field. Practical areas in both security and risk analysis are addressed as well as connections directly linked to Edge Computing paradigms. This book also offers an excellent foundation on the fundamental concepts and principles of security, privacy and risk analysis in Edge Computation infrastructures. It guides the reader through the core ideas with relevant ease. Edge Computing has burst onto the computational scene offering key technologies for allowing more flexibility at the edge of networks. As Edge Computing has evolved as well as the need for more in-depth solutions in security, privacy and risk analysis at the edge. This book includes various case studies and applications on Edge Computing. It includes the Internet of Things related areas, such as smart cities, blockchain, mobile networks, federated learning, cryptography and cybersecurity. This book is one of the first reference books covering security and risk analysis in Edge Computing Systems. Researchers and advanced-level students studying or working in Edge Computing and related security fields will find this book useful as a reference. Decision makers, managers and professionals working within these fields will want to purchase this book as well.
Author: Ron Legarski
Publisher: SolveForce
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 501
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Book Description
"vSIM Technology: The Future of Connectivity" provides an in-depth exploration of Virtual SIM (vSIM) technology, a groundbreaking innovation set to redefine global connectivity. This comprehensive guide is essential for telecom professionals, IT experts, and technology enthusiasts who want to understand the full potential of vSIM. The book begins with an overview of vSIM, tracing its evolution from traditional SIM cards to eSIM and, finally, to Virtual SIM. It details the technical architecture, including virtualization, software stacks, and security protocols that make vSIM a secure and scalable solution for modern networks. You'll explore how vSIM integrates with 4G and 5G networks, supports IoT deployments, and enhances enterprise mobility by providing secure, flexible connectivity for remote workforces and global operations. Real-world case studies illustrate successful implementations across industries like manufacturing, healthcare, and smart cities. Security is a major focus, with chapters dedicated to addressing authentication challenges, identity management, and protection against cyber threats, all while ensuring compliance with global regulations. The book also examines the role of vSIM in consumer electronics, from smartphones and wearables to smart home devices, offering insights into the benefits and challenges for users. Further, the guide delves into the impact of vSIM on broadband services, particularly in enhancing connectivity in rural areas through Fixed Wireless Access (FWA) and broadband routers. It also discusses vSIM’s integration with corporate VPNs, secure remote access, and multi-branch connectivity, backed by case studies of enterprise adoption. The book addresses the global regulatory landscape, legal challenges, and privacy concerns surrounding vSIM technology. It also explores market trends, key players, and future prospects in this rapidly evolving field. For those interested in overcoming technical challenges, the guide offers practical solutions for ensuring reliable vSIM connectivity and enhancing performance. In the final chapters, the book looks ahead to the future of vSIM, considering its role in 6G networks, network slicing, and the creation of a hyper-connected world. Environmental benefits, such as reducing e-waste and improving energy efficiency, are also discussed. Supplemented by appendices on security best practices, global case studies, and technical specifications, "vSIM Technology: The Future of Connectivity" is your definitive guide to understanding and leveraging this cutting-edge technology in today’s digital landscape.
Author: Uma N. Dulhare
Publisher: CRC Press
ISBN: 1000844277
Category : Technology & Engineering
Languages : en
Pages : 493
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Book Description
This volume demonstrates the diverse state-of-the-art applications that combine artificial intelligence with soft computing, which has great potential for creating smart personalized healthcare services. The book showcases the myriad uses of AI and computer techniques in healthcare that employ deep learning, robotics, machine learning, blockchain, emerging cloud, edge computing, Practical Byzantine Fault Tolerance consensus, CNN architecture, Splunk, genetic algorithms (GA), DurBhashan, and many more. These technologies can be used in healthcare for enhanced data sharing, remote health monitoring, tele-rehabilitation, connecting rural populations with healthcare services, identifying diseases and health issues, automated medical diagnosis, analyzing information in surgical videos, ensuring timely communication and transportation during health disasters and emergencies, for optimizing expenditures, and more.
