3 papers
eess.SP2025
WK-Pnet: FM-Based Positioning via Wavelet Packet Decomposition and Knowledge Distillation
Shilian Zheng, Quan Lin, Peihan Qi +4
Accurate and efficient positioning in complex environments is critical for applications where traditional satellite-based systems face limitations, such as indoors or urban canyons…
cs.LG2025
ALWNN Empowered Automatic Modulation Classification: Conquering Complexity and Scarce Sample Conditions
Yunhao Quan, Chuang Gao, Nan Cheng +4
In Automatic Modulation Classification (AMC), deep learning methods have shown remarkable performance, offering significant advantages over traditional approaches and demonstrating…
eess.SP2025
WVEmbs with its Masking: A Method For Radar Signal Sorting
Xianan Hu, Fu Li, Kairui Niu +2
Our study proposes a novel embedding method, Wide-Value-Embeddings (WVEmbs), for processing Pulse Descriptor Words (PDWs) as normalized inputs to neural networks. This method adapt…