• A novel integrated rate gyroscope using MFC actuator and piezoelectric sensor is modeled and controlled.
• The proposed integrated rate control method effectively suppresses quadrature error and improves bias stability.
• The dynamic model accurately predicts the gyroscope's response, validated by experiments.
• The control strategy enhances the scale factor stability, making the gyroscope suitable for high-precision applications.