Related Experiment Video
Updated: Sep 20, 2025

Design and Characterization Methodology for Efficient Wide Range Tunable MEMS Filters
Published on: February 4, 2018
A novel performance synthesis method for unknown mismatched disturbances with finite-frequency specifications
Gao Huang1, Jixuan Li2, Pan Yu3
1School of Information Science and Technology, Beijing University of Technology, Beijing 100124, China; Beijing Advanced Innovation Center for Intelligent Robots and Systems, Beijing Institute of Technology, Beijing 100081, China.
This study introduces a new method for disturbance-rejection control in systems, enhancing performance even with unknown disturbances. The approach improves control system robustness without prior assumptions on disturbance characteristics.
Area of Science:
- Control Systems Engineering
- Robust Control Theory
- System Identification
Background:
- Equivalent-input-disturbance (EID) control systems often assume known disturbance characteristics.
- Existing methods may require prior knowledge of disturbances or lack guaranteed performance.
- Achieving robust disturbance rejection in both single-input, single-output (SISO) and multi-input, multi-output (MIMO) systems remains a challenge.
Purpose of the Study:
- To develop a novel synthesis method for disturbance-rejection performance in EID-based control systems.
- To guarantee prescribed finite-frequency performance irrespective of unknown or mismatched disturbances.
- To remove the prior assumption on the existence of an EID on the control input channel.
Main Methods:
- Introduction of an auxiliary indicator (intermediate variable) by treating the Luenberger observer as an ideal dynamic.
- Analysis of disturbance-rejection control mechanisms using a commutative condition for SISO and MIMO systems.
- Development of a practical commutative condition and a performance-oriented design algorithm.
Main Results:
- The commutative condition is inherently satisfied for SISO systems.
- A practical commutative condition was developed to address challenges in MIMO systems.
- The proposed algorithm ensures finite-frequency and entire-frequency disturbance-rejection performance requirements.
Conclusions:
- The novel synthesis method offers robust disturbance rejection for EID-based control systems.
- The developed approach guarantees performance without prior disturbance knowledge.
- Case studies demonstrate the superiority of the method for vehicle suspension and MIMO systems.
Related Concept Videos
Reconstruction of Signal using Interpolation
Multimachine Stability
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
Forced Oscillations
Aliasing
If the sampling frequency is below the Nyquist rate, these replicas overlap, preventing the original...
Sampling Theorem
Linear Approximation in Frequency Domain
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....

