2 papers
eess.SP2024
Optimal Preprocessing for Joint Detection and Classification of Wireless Communication Signals in Congested Spectrum Using Computer Vision Methods
Xiwen Kang, Hua-mei Chen, Genshe Chen +2
The joint detection and classification of RF signals has been a critical problem in the field of wideband RF spectrum sensing. Recent advancements in deep learning models have revo…
eess.SP2024
Joint Detection and Classification of Communication and Radar Signals in Congested RF Environments Using YOLOv8
Xiwen Kang, Hua-mei Chen, Genshe Chen +2
In this paper, we present a comprehensive study on the application of YOLOv8, a state-of-the-art computer vision (CV) model, to the challenging problem of joint detection and class…