Yu-Ting Ding

Robust Spatiotemporal Data Recovery in Wireless Sensor Networks via Fourier-Enhanced Adaptive Manifold Latent Feature Analysis

Wireless sensor networks (WSNs) used for environmental monitoring often suffer substantial data loss due to energy and communication constraints, demanding robust recovery of missing spatiotemporal measurements. The main challenge lies in accurately reconstructing values when the observations exhibit nonlinear temporal...