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   Articles with "correlated information" as a keyword



Using Correlated Information to Extend Device Lifetime

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recommendations! Published in 2019 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2018.2869986

Abstract: The massive device deployments in the Internet of Things (IoT) generate immense amounts of data that can be leveraged to improve overall network performance. This paper outlines how data gathered from correlated sensor nodes can… read more here.

Keywords: using correlated; correlated information; device lifetime; sensor ... See more keywords

Application-Oriented Scheduling for Optimizing the Age of Correlated Information: A Deep-Reinforcement-Learning-Based Approach

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recommendations! Published in 2020 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2020.2996562

Abstract: Recent advances in communications technologies and the proliferation of connected devices have spawned a variety of information-centric Internet-of-Things (IoT) systems, where timely information updating is normally required. Age of Information (AoI) has recently been introduced… read more here.

Keywords: application oriented; application; approach; correlated information ... See more keywords

Age Analysis of Correlated Information in Multi-Source Updating Systems With MAP Arrivals

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recommendations! Published in 2024 at "IEEE Communications Letters"

DOI: 10.1109/lcomm.2024.3397166

Abstract: Information freshness in cyber-physical systems is essential for real-time applications that involve perception and control. Many of these applications rely on data generated by multiple correlated sources. To capture the inherent dependency in status update… read more here.

Keywords: age; information; source; correlated information ... See more keywords

Grouping-Based Cyclic Scheduling Under Age of Correlated Information Constraints

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recommendations! Published in 2025 at "IEEE Transactions on Information Theory"

DOI: 10.1109/tit.2025.3529497

Abstract: This paper studies an internet of things (IoT) network where a fusion center relies on multi-view and correlated information generated by multiple sources to monitor various regions. Each region possesses hard age of correlated information… read more here.

Keywords: information; age correlated; grouping based; based cyclic ... See more keywords

Correlated Information Scheduling in Industrial Internet of Things Based on Multi-Heterogeneous-Agent-Reinforcement-Learning

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recommendations! Published in 2024 at "IEEE Transactions on Network Science and Engineering"

DOI: 10.1109/tnse.2023.3321048

Abstract: The industrial Internet of Things (IIoT) has led to the emergence of various information-based industrial applications. Due to the uninterrupted and complex nature of production processes in industrial systems, these applications often run continuously and… read more here.

Keywords: information; industrial internet; internet things; heterogeneous agent ... See more keywords