how to match Extended kalman filter with MPC control as a loop filter of example digital PLL?
19 views (last 30 days)
Show older comments
i need make a digital loop filter with extended kalman filter for determine of TDC(pfd) output to connect to MPC control becuase it work only with space state .
0 Comments
Answers (1)
PIRC
on 30 Aug 2023
Integrate an Extended Kalman Filter (EKF) for state estimation within a digital Phase-Locked Loop (PLL). Use its estimates as initial conditions for a Model Predictive Control (MPC) algorithm, which calculates optimal control inputs over time to align a VCO with a reference signal, achieving synchronization and stability. This loop combines EKF's state estimation with MPC's predictive control, enhancing PLL performance.
See Also
Categories
Find more on Model Predictive Control Toolbox in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!