Sun-ho Jang

Residual Neural FIR Filtering for Robust State Estimation

Finite impulse response (FIR) filters are inherently robust owing to their finite-memory structure and independence from initial state statistics. However, they often lack the adaptivity required for time-varying environments. While recent neural-network-based FIR approaches addr...