Blar i Publikasjoner fra CRIStin - NTNU på tidsskrift "IEEE Internet of Things Journal"
Viser treff 1-14 av 14
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AI-Driven Salient Soccer Events Recognition Framework for Next Generation IoT-Enabled Environments
(Journal article; Peer reviewed, 2021)The salient events recognition of soccer matches in next-generation Internet of things (Nx-IoT) environment aims to analyze the performance of players/teams by the sports analytics and managerial staff. The embedded Nx-IoT ... -
Asynchronous online federated learning with reduced communication requirements
(Peer reviewed; Journal article, 2023)Online federated learning (FL) enables geographically distributed devices to learn a global shared model from locally available streaming data. Most online FL literature considers a best-case scenario regarding the ... -
Autonomous IoT Device Management Systems: Structured Review and Generalized Cognitive Model
(Peer reviewed; Journal article, 2020)Research on autonomous management for large-scale deployments of constrained devices is still a maturing field in the Internet of Things (IoT). Although much research has been conducted on how to achieve autonomous management ... -
Bayesian Fault Detection and Localization Through Wireless Sensor Networks in Industrial Plants
(Peer reviewed; Journal article, 2024)This work proposes a data fusion approach for quickest fault detection and localization within industrial plants via wireless sensor networks. Two approaches are proposed, each exploiting different network architectures. ... -
Communication-Efficient Online Federated Learning Strategies for Kernel Regression
(Journal article; Peer reviewed, 2022) -
Convergence of Blockchain and Edge Computing for Secure and Scalable IIoT Critical Infrastructures in Industry 4.0
(Journal article; Peer reviewed, 2020)Critical infrastructure systems are vital to underpin the functioning of a society and economy. Due to ever-increasing number of Internet-connected Internet-of-Things (IoTs) / Industrial IoT (IIoT), and high volume of data ... -
Decentralized Self-Enforcing Trust Management System for Social Internet of Things
(Peer reviewed; Journal article, 2020)The Internet of Things (IoT) is the network of connected computing devices that have the ability to transfer valued data between each other via the Internet without requiring human intervention. In such a connected ... -
Deep Learning Enhanced Human Activity Recognition for Internet of Healthcare Things
(Peer reviewed; Journal article, 2020)Along with the advancement of several emerging computing paradigms and technologies, such as cloud computing, mobile computing, artificial intelligence, and big data, Internet of Things (IoT) technologies have been applied ... -
Deepview: Deep Learning based Users Field of View Selection in 360° Videos for Industrial Environments
(Peer reviewed; Journal article, 2021)The industrial demands of immersive videos for virtual reality/augmented reality applications are crescendo, where the video stream provides a choice to the user viewing object of interest with the illusion of “being there”. ... -
Distributed Detection in Wireless Sensor Networks under Multiplicative Fading via Generalized Score-tests
(Peer reviewed; Journal article, 2021)In this paper, we address the problem of distributed detection of a non-cooperative (unknown emitted signal) target with a Wireless Sensor Network (WSN). When the target is present, sensors observe an (unknown) deterministic ... -
Enabling the Maritime Internet of Things: CoAP and 6LoWPAN performance over VHF links
(Journal article; Peer reviewed, 2018)The dissemination of digital devices across the seas and oceans of the world is becoming a reality, laying the foundations for sophisticated operations such as autonomous shipping or exposed fish-farming. This reflects the ... -
Operationalizing Solar Energy Predictions for Sustainable, Autonomous IoT Device Management
(Peer reviewed; Journal article, 2020)For sustainable Internet-of-Things (IoT) systems, the solar power prediction is an essential element to optimize performance, allowing devices to schedule energy-intensive tasks in periods with excess energy. In regions ... -
Optimal scheduling of multiple spatio-temporally dependent observations for remote estimation using age-of-information
(Journal article; Peer reviewed, 2022)This article proposes an optimal scheduling policy for a system where spatiotemporally dependent sensor observations are broadcast to remote estimators over a resource-limited broadcast channel. We consider a system with ... -
Storage management in a shared solar environment with time-varying electricity prices
(Journal article; Peer reviewed, 2019)Internet of Things technologies will enable smart energy planning, which in turn will expedite the adoption of renewable energy (RE). In this paper, we propose a mathematical framework to optimize the use of RE in a shared ...