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International Journal of Smart Sensor Technologies and Applications最新文献

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The Circular Economy, Big Data Analytics, and the Transformation of Urban Slums in Sub-Saharan Africa 循环经济、大数据分析与撒哈拉以南非洲城市贫民窟的转型
Pub Date : 2023-03-17 DOI: 10.4018/ijssta.319720
D. Cordes, G. Morrison
Sub-Saharan Africa is currently experiencing growth in the number of people living in poverty, and the situation is worsening due to climate change and the COVID-19 pandemic. Cities are increasingly under stress because of urbanization and the demand for low-cost housing. Slum dwellers face daunting social, environmental, and economic challenges. Geospatial analysis of remote sensing, demographic, economic, social, and environmental data is being used to delineate slums. The application of circular economy guidelines for an intelligent transformation of slums combines technical and social innovation that reaches beyond the slums to the whole urban ecosystem. Examples of contributions to the circular economy are provided. Finally, some ideas are introduced on how the internet of things can improve access to goods and services and strengthen interconnectedness through the ability to participate more readily in the social dialogue of the city. The city of Accra in Ghana, West Africa, is discussed as a potential slum city to functional intelligent city transformation.
撒哈拉以南非洲地区的贫困人口正在增加,而且由于气候变化和2019冠状病毒病大流行,情况正在恶化。由于城市化和对低成本住房的需求,城市面临越来越大的压力。贫民窟居民面临着严峻的社会、环境和经济挑战。正在利用遥感、人口、经济、社会和环境数据的地理空间分析来划定贫民窟。将循环经济指导方针应用于贫民窟的智能改造,将技术和社会创新结合起来,超越贫民窟,延伸到整个城市生态系统。提供了对循环经济的贡献的例子。最后,介绍了物联网如何通过更容易参与城市社会对话的能力来改善商品和服务的获取,并加强互联性的一些想法。讨论了西非加纳阿克拉市作为一个潜在的贫民窟城市向功能性智能城市的转型。
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引用次数: 0
A Review on Conservation of Energy in Wireless Sensor Networks 无线传感器网络中的能量守恒研究进展
Pub Date : 2020-04-01 DOI: 10.4018/IJSSTA.20200401.OA1
Oluwadara J. Odeyinka, Opeyemi A. Ajibola, M. C. Ndinechi, O. Nosiri, N. Onuekwusi
This paper is a review on energy conservation in wireless sensor networks (WSNs). Due to the nature of wireless sensor nodes in terms of deployment and their common usage in terrains with limited access, recharging or replacing sensor nodes batteries may be difficult. This paper examined various sources of energy in WSNs Battery, energy harvesting and energy transference. Also, various energy usage operations and energy wastage activities in WSNs were examined, and comparisons of different routing protocols based on network structure, energy dissipation, data communication cost, and entire energy usage in WSNs were itemized. The prospects of the machine learning (ML) approach in addressing energy constraint issues in WSNs were reviewed. This paper recommends a compound approach in routing decisions to maximize energy usage operation and minimize energy wastage activities, consideration for energy harvesting and transference mechanisms, and exploring the potentials in ML algorithms to resolve energy problem in wireless sensor networks.
本文对无线传感器网络中的节能技术进行了综述。由于无线传感器节点在部署方面的性质以及它们在访问受限的地形中的普遍使用,充电或更换传感器节点电池可能很困难。本文研究了无线传感器网络电池的各种能量来源、能量收集和能量转移。此外,研究了无线传感器网络中的各种能源使用操作和能源浪费活动,并根据网络结构、能量消耗、数据通信成本和整个无线传感器网络的能源使用情况,对不同的路由协议进行了详细的比较。综述了机器学习(ML)方法在解决无线传感器网络能量约束问题方面的前景。本文建议在路由决策中采用一种复合方法,以最大化能源使用操作和最小化能源浪费活动,考虑能量收集和转移机制,并探索ML算法解决无线传感器网络中能源问题的潜力。
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引用次数: 0
Large-Scale Software-Defined IoT Platform for Provisioning IoT Services on Demand 按需提供物联网服务的大规模软件定义物联网平台
Pub Date : 2020-01-01 DOI: 10.4018/ijssta.20200101.oa1
Chau Nguyen, D. Hoang
Internet of things (IoT) has developed into an interconnected platform infrastructure for providing everyday services. Emerging end-to-end IoT services are being developed for local and multiple distributed regions. To realize the on-demand services in a timely and economically beneficial way, programmability and reusability are crucial for provisioning and reusing IoT resources. Existing IoT platforms are rigid and cannot be easily adapted to accommodate new services. This paper proposes a programmable large-scale software-defined IoT model for provisioning IoT services on demand with two levels of management and orchestration. One orchestrates services over geographically distributed clusters and the other orchestrates services over IoT devices within a cluster. The model entails the design of IoT-specific controllers, software-defined virtual sensors, and a new protocol for managing resource-constrained but enriched devices. The model allows provisioning and resource-sharing of end-to-end IoT services on demand. Implementation results demonstrate the feasibility and efficiency of the proposed model.
物联网已经发展成为提供日常服务的互联平台基础设施。新兴的端到端物联网服务正在为本地和多个分布式区域开发。为了及时且经济地实现按需服务,可编程性和可重用性对于物联网资源的配置和重用至关重要。现有的物联网平台是僵化的,不容易适应新的服务。本文提出了一种可编程的大规模软件定义物联网模型,用于按需提供物联网服务,具有两个级别的管理和编排。一个在地理上分布的集群上编排服务,另一个在集群内的IoT设备上编排服务。该模型需要设计特定于物联网的控制器、软件定义的虚拟传感器,以及用于管理资源受限但功能丰富的设备的新协议。该模型允许端到端物联网服务按需提供和资源共享。实施结果证明了该模型的可行性和有效性。
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引用次数: 1
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International Journal of Smart Sensor Technologies and Applications
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