3 papers
cs.NI2026
Measurement-Driven Early Warning of Reliability Breakdown in 5G NSA Railway Networks
Po-Heng Chou, Da-Chih Lin, Hung-Yu Wei +2
This paper presents a measurement-driven study of early warning for reliability breakdown events in 5G non-standalone (NSA) railway networks. Using 10~Hz metro-train measurement tr…
cs.LG2025
Robust Photoplethysmography Signal Denoising via Mamba Networks
I Chiu, Yu-Tung Liu, Kuan-Chen Wang +2
Photoplethysmography (PPG) is widely used in wearable health monitoring, but its reliability is often degraded by noise and motion artifacts, limiting downstream applications such…
eess.AS2025
HighRateMOS: Sampling-Rate Aware Modeling for Speech Quality Assessment
Wenze Ren, Yi-Cheng Lin, Wen-Chin Huang +9
Modern speech quality prediction models are trained on audio data resampled to a specific sampling rate. When faced with higher-rate audio at test time, these models can produce bi…