how to match Extended kalman filter with MPC control as a loop filter of example digital PLL?

20 Ansichten (letzte 30 Tage)
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 .

Antworten (1)

PIRC
PIRC am 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.

Kategorien

Mehr zu Model Predictive Control Toolbox finden Sie in Help Center und File Exchange

Produkte


Version

R2023a

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by