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Now showing items 11-20 of 207
A Practical Cross Device Federated Learning Frame-work over 5G N etworks
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Institute of Electrical and Electronics Engineers Inc.
, 2022 , Article)
The concept of federated learning (FL) was first proposed by Google in 2016. Thereafter, FL has been widely studied for the feasibility of application in various fields due to its potential to make full use of data without ...
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 ...
Intersection Fog-Based Distributed Routing for V2V Communication in Urban Vehicular Ad Hoc Networks
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
Due to the characteristics of urban vehicular ad hoc networks (VANETs), many difficulties exist when designing routing protocols. In this paper, we focus on designing an efficient routing strategy for vehicle-to-vehicle ...
A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network
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IEEE Computer Society
, 2022 , Article)
Edge Computing brings great opportunities to enable the Internet of Things (IoT) vision. But the physical edge server deployment problem still poses a major challenge, which dramatically affects the service ability and ...
Secure Lending: Blockchain and Prospect Theory-Based Decentralized Credit Scoring Model
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IEEE Computer Society
, 2020 , Article)
Credit scoring is a rigorous statistical analysis carried out by lenders and other third parties to access an individual's creditworthiness. Lenders use credit scoring to estimate the degree of risk in lending money to an ...
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
(
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 ...