革新应急响应:通过区块链、联合学习和超越 5G/6G 服务的智能可穿戴设备的变革力量

IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IT Professional Pub Date : 2024-01-22 DOI:10.1109/mitp.2023.3323714
Priyanka Ganesan, Senthil Kumar Jagatheesaperumal
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引用次数: 0

摘要

可靠和安全的无线通信的重要性怎么强调都不为过,尤其是在需要使用智能可穿戴设备的紧急情况下。为确保为应急应用提供稳健、安全的通信服务,我们提出了一种从可穿戴技术获取数据的去中心化实时方法。这种方法涉及整合区块链技术和支持联盟学习的超越 5G/6G(B5G/6G)网络架构。我们还讨论了使用大规模填充和实时流、数据密集型、支持联合学习的 B5G/6G 系统为应急服务提供实时访问相关信息的潜在好处。通过整合区块链和负责任的人工智能框架,我们旨在确保通信渠道的安全性和可信度。我们相信,我们提出的解决方案将解决主权问题,并有可能改变应急响应的处理方式,从而实现更快、更高效的响应,最终挽救生命。
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Revolutionizing Emergency Response: The Transformative Power of Smart Wearables Through Blockchain, Federated Learning, and Beyond 5G/6G Services
The importance of reliable and secure wireless communication cannot be overstated, especially in emergency situations that require the use of smart wearables. To ensure the provision of robust and secure communication services for emergency applications, we propose a decentralized and real-time approach to accessing data from wearable technology. This approach involves integrating blockchain technology and federated-learning-enabled beyond 5G/6G (B5G/6G) network architecture. We also discuss the potential benefits of using massively populated and real-time-streaming, data-intensive, federated-learning-enabled B5G/6G systems to provide emergency services with real-time access to relevant information. By integrating blockchain and responsible AI frameworks, we aim to ensure the security and trustworthiness of the communication channels. We believe that our proposed solution will address sovereignty concerns and have the potential to transform the way emergency responses are handled, resulting in faster and more efficient responses that ultimately save lives.
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来源期刊
IT Professional
IT Professional COMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
5.00
自引率
0.00%
发文量
111
审稿时长
>12 weeks
期刊介绍: IT Professional is a technical magazine of the IEEE Computer Society. It publishes peer-reviewed articles, columns and departments written for and by IT practitioners and researchers covering: practical aspects of emerging and leading-edge digital technologies, original ideas and guidance for IT applications, and novel IT solutions for the enterprise. IT Professional’s goal is to inform the broad spectrum of IT executives, IT project managers, IT researchers, and IT application developers from industry, government, and academia.
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