Few-Shot Recognition and Classification of Jamming Signal via CGAN-Based Fusion CNN Algorithm

no code implementations • 9 Nov 2023 • Xuhui Ding, Yue Zhang, Gaoyang Li, Neng Ye, Yuting Guo, Takuya Mabuchi, Hitomi Anzai, Kai Yang

The precise classification of jamming signals holds paramount significance in the effective implementation of anti-jamming strategies within communication systems subject to intricate environmental variables.

Generative Adversarial Network

Maximal Margin Distribution Support Vector Regression with coupled Constraints-based Convex Optimization

no code implementations • 5 May 2019 • Gaoyang Li, Jinyu Yang, Chunguo Wu, Qin Ma

Recent researchers reveal that maximizing the margin distribution of whole training dataset rather than the minimal margin of a few support vectors, is prone to achieve better generalization performance.

regression