N4SID: subspace algorithms for the identification of combined deterministic-stochastic systems
Automatica (Journal of IFAC) - Special issue on statistical signal processing and control
System identification (2nd ed.): theory for the user
System identification (2nd ed.): theory for the user
Multivariable Feedback Control: Analysis and Design
Multivariable Feedback Control: Analysis and Design
Hi-index | 2.88 |
The imaging speed of atomic force microscopy (AFM) is limited due to the dynamics of the piezo scanner along the scanning direction. This article presents the identification and open-loop control of a piezoelectric tube scanner to enable fast imaging. By applying a model based open-loop control the dynamic behaviour of the piezo tube can be compensated. The lateral displacement error is reduced and topographical artifacts, additional cantilever deflection, modulation of the tip-sample interaction force, and modulation of the relative tip-sample velocity vanish. The open-loop controlled AFM scanner enables imaging at a line scan rate of 122 Hz, which is about 15 times faster than standard systems.