Attention mechanism based intelligent channel feedback for mmWave massive MIMO systems

Y Zhang, J Sun, G Gui, Y Lin, H Gacanin, H Sari… - Peer-to-Peer Networking …, 2024 - Springer
The potential advantages of intelligent wireless communications with millimeter wave
(mmWave) and massive multiple-input multiple-output (MIMO) are based on the availability …

Data Augmentation and Individual Identification Method for Emitters Using Contour Stella Image Mapping

G Han, W Wang, Z Xu, A Li - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
In wireless communication networks (WCN), numerous devices are interconnected with one
another, which poses challenges to the security of WCN. Specific emitter identification (SEI) …

Unleashing the Potential of Knowledge Distillation for IoT Traffic Classification

M Abbasi, A Shahraki, J Prieto… - … Machine Learning in …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) has revolutionized our lives by generating large amounts of data,
however, the data needs to be collected, processed, and analyzed in real-time. Network …

An Open Set Specific Emitter Identification Method Using Deep Feature Embedded Discriminator

Z Wu, M Hua, Y Zhang, S Wang… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
Specific emitter identification (SEI) can verify the identity of transmitter devices. It is playing
an increasingly important role in maintaining internet of things (IoT) security by allowing …

Specific Emitter Identification Based on Multi-Scale Attention Feature Fusion Network

T Wu, Y Zhang, C Ben, Y Peng, P Liu… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
With the rapid advancement of the Industrial Internet of Things (IIoT), the proliferation of
connected devices across various networks has significantly increased the security risk of …

Intelligent Surface Defect Detection of Hot Rolled Strip Steel Using YOLOv8 Framework

F Miao, Y Huang, W Qian, F Shi… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
Hot-rolled strip steel is a common metal product widely used in intelligent industries such as
construction, machinery manufacturing, and automotive production. With the development of …

[PDF][PDF] HMCMA: Design of an Efficient Model with Hybrid Machine Learning in Cyber security for Enhanced Detection of Malicious Activities

MMT Dhande, S Tiwari, NJ Rathod - researchgate.net
In the rapidly evolving landscape of cyber security, the incessant advancement of malicious
activities presents a formidable challenge, necessitating a paradigm shift in detection …