Shiyuan Wang

SFCNN: Separation and Fusion Convolutional Neural Network for Radio Frequency Fingerprint Identification

2024 · International Journal of Intelligent Systems

The unique fingerprints of radio frequency (RF) devices play a critical role in enhancing wireless security, optimizing spectrum management, and facilitating device authentication through accurate identification. However, high‐accuracy identification models for radio frequency fingerprint (RFF) …

Robust Generalized Loss-Based Nonlinear Filtering with Generalized Conversion

2025 · Symmetry

To address the nonlinear state estimation problem, the generalized conversion filter (GCF) is proposed using a general conversion of the measurement under minimum mean square error (MMSE) criterion. However, the performance of the GCF significantly …