Smart Health Integrated Framework and Topology (SHIFT) for Smart and Connected Community

B. Morshed
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引用次数: 1

Abstract

A smart and connected communities (S&CC) will utilize existing and emerging technologies to collect heterogeneous spatiotemporally distributed data and artificial intelligence (AI) to seamlessly generate meaningful knowledge that will benefit both individuals and S&CC. We have developed a framework for Health and Wellbeing of S&CC that includes existing and emerging sensors for data collection from users of the community, a custom smartphone app with real-time AI algorithms for edge-computing, and a webserver for spatiotemporal visualization of abstracted information for community stakeholders. We propose to extend this framework towards an enhanced Smart Health Integrated Framework and Topology (SHIFT) through incorporating a uniform hierarchical layer-based architecture for S&CC. The proposed concept was simulated to depict data processing and visualization approach. The proposed framework takes advantage of evolving topology of smart sensors and devices, in addition to being transferable and scalable.
面向智能互联社区的智能健康集成框架和拓扑(SHIFT)
智能互联社区(S&CC)将利用现有和新兴技术收集异构时空分布数据和人工智能(AI),以无缝地生成有意义的知识,这将使个人和S&CC都受益。我们为S&CC的健康和福祉开发了一个框架,其中包括用于从社区用户收集数据的现有和新兴传感器,用于边缘计算的带有实时人工智能算法的定制智能手机应用程序,以及用于社区利益相关者抽象信息的时空可视化的web服务器。我们建议将该框架扩展为增强的智能健康集成框架和拓扑(SHIFT),通过为S&CC合并统一的分层分层架构。对所提出的概念进行了仿真,以描述数据处理和可视化方法。该框架除了具有可移植性和可扩展性外,还利用了智能传感器和设备不断发展的拓扑结构。
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