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3D Beamforming Based on Deep Learning for Secure Communication in 5G and beyond Wireless Networks
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
Three-dimensional (3D) beamforming is a potential technique to enhance communication security of new generation networks such as 5G and beyond. However, it is difficult to achieve optimal beamforming due to the challenges ...
Asynchronous Federated Learning-based ECG Analysis for Arrhythmia Detection
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
With the rapid elevation of technologies such as the Internet of Things (IoT) and Artificial Intelligence (AI), the traditional cloud analytics-based approach is not suitable for a long time and secure health monitoring ...
Spatiotemporal Location Differential Privacy for Sparse Mobile Crowdsensing
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
مSparse Mobile Crowdsensing (SparseMCS) has become an efficient method for collecting and inferring sensor data at the urban scale, attracting many researchers' attention. However, there is a risk of location privacy being ...
Block6Tel: Blockchain-based Spectrum Allocation Scheme in 60-envisioned Communications
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
The 6G-based spectrum bands allocation to telecom providers would guarantee ultra peak rates, high availability, and extremely low-latency for various user applications. However, the spectrum allocation still suffers from ...
Deep Federated Learning for IoT-based Decentralized Healthcare Systems
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
Recent trends in the healthcare industry, such as the use of wearable IoT for continuous health monitoring, are setting new requirements for healthcare systems that boost data analysis. These systems should support ...
A Testbed for Implementing Lightweight Physical Layer Security in an IoT-based Health Monitoring System
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
Telemedicine is a technique that allows patients to have health-related consultations without the need to be physically present in the hospital through phone and video calling technologies. In recent years, researchers ...
Blockchain and Learning-Based Computation Offloading in Space-Assisted Power IoT
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
Power systems impose stringent security and delay requirements on computation offloading, which cannot be satisfied by existing PIoT. In this paper, we address this challenge by combining blockchain and machine learning. ...
Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
Mobile edge computing (MEC) has been considered as a promising technology to provide seamless integration of multiple application services. Federated learning (FL) is carried out at edge clients in MEC for privacy-preserving ...
Res6Edge: An Edge-AI Enabled Resource Sharing Scheme for C-V2X Communications towards 60
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
The paper proposes a sixth-generation (6G)-enabled cellular vehicle-to-anything (C-V2X)-based scheme, ResóEdge, that supports high-data ingestion rate through artificial intelligence (AI) models at edge nodes, or Edge-AI. ...
MPC-Based Virtual Inertia Control of Islanded Microgrid Load Frequency Control and DoS Attack Vulnerability Analysis
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Institute of Electrical and Electronics Engineers Inc.
, 2022 , Conference Paper)
The aim of the work is to design a model predictive control (MPC)-based auxiliary (virtual inertia (VI)) controller for the load frequency control (LFC) of a non-linear microgrid under high renewable energy source (RES) ...