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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
(
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 ...
NOMA-Based Coordinated Direct and Relay Transmission with a Half-Duplex/ Full-Duplex Relay
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
In this article, we propose a downlink non-orthogonal multiple access (NOMA) based coordinated direct and relay system with one cell-center user and multiple cell-edge users, where a decode-and-forward (DF) relay bridges ...
Identifying the vulnerabilities of bitcoin anonymous mechanism based on address clustering
(
Science in China Press
, 2020 , Article)
The anonymity mechanism of bitcoin is favored by the society, which promotes its usage and development. An adversary should not be able to discover the relation between bitcoin addresses and bitcoin users to ensure effective ...
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 Blockchain-based Conditional Privacy-Preserving Traffic Data Sharing in Cloud
(
Institute of Electrical and Electronics Engineers Inc.
, 2020 , Conference Paper)
As a typical application scenarios of Internet of Things (IoT), Internet of Vehicles (IoV) is playing an important role in the field of intelligent transportation. In such a system, vehicles are allowed to collect ambient ...
Dynamic Network Slicing and Resource Allocation for 5G-and-Beyond Networks
(
Institute of Electrical and Electronics Engineers Inc.
, 2022 , Conference Paper)
5G networks are designed not only to transport data, but also to process them while supporting a vast number of services with different key Performance Indicators (KPIs). Network virtualization has emerged to enable this ...
A Mobile Charging Algorithm Based on Multicharger Cooperation in Internet of Things
(
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 ...