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Distributed Algorithms for Event Reporting in Mobile-Sink WSNs for Internet of Things 被引量:5
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作者 Catalina Aranzazu-Suescun Mihaela Cardei 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2017年第4期413-426,共14页
Wireless Sensor Networks(WSNs) have many applications, such as climate monitoring systems, fire detection, smart homes, and smart cities. It is expected that WSNs will be integrated into the Internet of Things(IoT... Wireless Sensor Networks(WSNs) have many applications, such as climate monitoring systems, fire detection, smart homes, and smart cities. It is expected that WSNs will be integrated into the Internet of Things(IoT)and participate in various tasks. WSNs play an important role monitoring and reporting environment information and collecting surrounding context. In this paper we consider a WSN deployed for an application such as environment monitoring, and a mobile sink which acts as the gateway between the Internet and the WSN. Data gathering is a challenging problem in WSNs and in the IoT because the information has to be available quickly and effectively without delays and redundancies. In this paper we propose several distributed algorithms for composite event detection and reporting to a mobile sink. Once data is collected by the sink, it can be shared using the IoT infrastructure. We analyze the performance of our algorithms using WSNet simulator, which is specially designed for event-based WSNs. We measure various metrics such as average residual energy, percentage of composite events processed successfully at the sink, and the average number of hops to reach the sink. 展开更多
关键词 composite events distributed algorithm energy efficiency event-based clustering internet of things mobile sink wireless sensor networks
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Dynamic assessment approach for intelligent power distribution systems based on runtime verification with requirements updates
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作者 Yunshuo Li Xiangjun Duan +1 位作者 Yuanyuan Xu Cheng Zhao 《High-Confidence Computing》 2025年第2期1-10,共10页
The study aims to address the challenge of dynamic assessment in power systems by proposing a design scheme for an intelligent adaptive power distribution system based on runtime verification.The system architecture i... The study aims to address the challenge of dynamic assessment in power systems by proposing a design scheme for an intelligent adaptive power distribution system based on runtime verification.The system architecture is built upon cloud-edge-end collaboration,enabling comprehensive monitoring and precise management of the power grid through coordinated efforts across different levels.Specif-ically,the study employs the adaptive observer approach,allowing dynamic adjustments to observers to reflect updates in requirements and ensure system reliability.This method covers both structural and parametric adjustments to specifications,including updating time protection conditions,updating events,and adding or removing responses.The results demonstrate that with the implementation of adaptive observers,the system becomes more flexible in responding to changes,significantly enhancing its level of efficiency.By employing dynamically changing verification specifications,the system achieves real-time and flexible verification.This research provides technical support for the safe,efficient,and reliable operation of electrical power distribution systems. 展开更多
关键词 Smart grid Cloud-edge collaboration Power distribution internet of things Self-adaptive systems Runtime verification
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