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LightTrust: Lightweight Trust Management for Edge Devices in Industrial Internet of Things
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
The phenomenal increase in the usage of Internet promotes the quality of trust in the scope of Internet of Things (IoT). Trust is beneficial in the provision of an effective, reliable, scalable, and trustworthy environment ...
Graph Mapping Offloading Model Based On Deep Reinforcement Learning With Dependent Task
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
In order to solve the problem of task offloading with dependent subtasks in mobile edge computing (MEC), we propose a graph mapping offloading model based on deep reinforcement learning (DRL). We model the user's computing ...
Federated Learning and Autonomous UAVs for Hazardous Zone Detection and AQI Prediction in IoT Environment
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Air pollution monitoring, finding the hazardous zone, and future air quality predictions have recently become a significant issue for many researchers. With the adverse effect of low air quality on human health, it has ...
When Blockchain Meets Edge Intelligence: Trusted and Security Solutions for Consumers
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Nowadays, mission-critical applications need delay-free responses, which can be achieved by computation at the edge devices known as edge computing. But edge computing needs cloud computing services to perform massive ...
RR-LADP: A Privacy-Enhanced Federated Learning Scheme for Internet of Everything
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
While the widespread use of ubiquitously connected devices in Internet of Everything (IoE) offers enormous benefits, it also raises serious privacy concerns. Federated learning, as one of the promising solutions to alleviate ...
Machine-Learning-Aided Optical Fiber Communication System
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
The fiber optical network offers high speed, large bandwidth, and a high degree of reliability. However, the development of optical communication technology has hit a bottleneck due to several challenges such as energy ...
Fog-Based Conditional Privacy-Preserving Data Batch Verification in Smart Grid
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
The smart grid is already widespread for the purpose of managing energy generation and distribution. In this system, frequent interactions between devices generate mass data, which requires robust processing capability. ...
A Mobile Charging Algorithm Based on Multicharger Cooperation in Internet of Things
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
The Internet of Things (IoT) is a network of everything. In IoT, the charging problem of devices is an issue that needs urgent attention. Most previous studies about wireless charging algorithms are based on the ideal ...
Federated Deep Actor-Critic-Based Task Offloading in Air-Ground Electricity IoT
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
The integration of air-ground electricity internet of things (AGE-IoT) and machine learning, enables flexible network coverage and intelligent task offloading. However, dynamics of AGE-IoT networks, incomplete information, ...
Digital Twin for Intelligent Context-Aware IoT Healthcare Systems
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Since the emergence of digital and smart healthcare, the world has hastened to apply various technologies in this field to promote better health operation and patients' well being, increase life expectancy, and reduce ...