IEEE

Artificial Intelligence-Aided Kalman Filters: AI-Augmented Designs for Kalman-Type Algorithms

Abstract: The Kalman filter (KF) and its variants are among the most celebrated algorithms in signal processing. These methods are used for state estimation of dynamic systems by relying on ...
IEEE

Deep Reinforcement Learning-Assisted Robust Cubature Kalman Filter for Power System Dynamic ...

Abstract: The coexistence of high-frequency phasor measurement units (PMUs) and conventional SCADA systems raises the challenge of heterogenous-source and multi-rate measurements which significantly ...