Stephen Boyd

Iteratively Saturated Kalman Filtering

2025 · arXiv (Cornell University)

The Kalman filter (KF) provides optimal recursive state estimates for linear-Gaussian systems and underpins applications in control, signal processing, and others. However, it is vulnerable to outliers in the measurements and process noise. We introduce …