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Updated: May 19, 2026

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Active Probe Atomic Force Microscopy with Quattro-Parallel Cantilever Arrays for High-Throughput Large-Scale Sample Inspection
Published on: June 13, 2023
Resonant control of an atomic force microscope micro-cantilever for active Q control
1School of Electrical Engineering and Computer Science, The University of Newcastle, Callaghan, New South Wales 2308, Australia. Matthew.Fairbairn@newcastle.edu.au
The Review of Scientific Instruments
|September 4, 2012
Summary
Active Q control enhances atomic force microscope (AFM) tapping mode by optimizing cantilever Q factor for better imaging. A novel resonant controller improves stability and performance over traditional time-delay methods.
Area of Science:
- Atomic Force Microscopy
- Nanotechnology
- Control Systems Engineering
Background:
- Active Q control modifies the effective quality (Q) factor of atomic force microscope (AFM) micro-cantilevers in tapping mode.
- Velocity feedback is commonly used to estimate cantilever velocity for optimal scan speed and image resolution.
- Traditional time-delay velocity estimation methods can lead to performance degradation and instability due to unmodeled dynamics.
Purpose of the Study:
- To propose a resonant controller as an alternative method for cantilever velocity estimation in AFM tapping mode.
- To address the limitations of time-delay velocity estimation, such as spill-over effects and potential system instability.
- To demonstrate a stable, tunable, and easily implementable control solution for AFM applications.
Main Methods:
- Implementation of a resonant controller for velocity estimation in AFM tapping mode.
- Analysis of closed-loop stability guarantees provided by the resonant controller.
- Experimental validation using imaging of a calibration grating with the proposed controller.
Main Results:
- The proposed resonant controller ensures closed-loop stability.
- The controller is easy to tune and requires minimal modifications for integration into commercial AFMs.
- Experimental results demonstrate the effectiveness of the resonant controller in obtaining high-quality images.
Conclusions:
- A resonant controller offers a stable and effective alternative for velocity estimation in AFM tapping mode.
- This approach overcomes the limitations of traditional time-delay methods, improving system performance.
- The controller's ease of tuning and integration facilitates its adoption in practical AFM applications.

