May 2024 – Present
Graduate Researcher
Spacecraft Procedures for Autonomous Control and Estimation Laboratory
Iowa State University
Advisor: Dr. Simone Servadio
- Co-developed Quadratic Extended and Unscented Kalman Filters using quadratic approximations of the minimum mean-square-error estimator.
- Extended conventional EKF and UKF measurement updates beyond affine dependence on the measurement.
- Incorporated higher-order central moments, including skewness and kurtosis, for nonlinear estimation under non-Gaussian uncertainty.
- Generalized quadratic measurement updates to arbitrary-order polynomial estimators while retaining a recursive Kalman-filter architecture.
- Integrated Conjugate Unscented Transformation rules for evaluation of higher-order moments.
- Evaluated higher-order filtering methods using Clohessy-Wiltshire and CR3BP dynamics.