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Local polarization dynamics in ferroelectric materials

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Rep. Prog. Phys. 73 (2010) 056502<br />

S V Kal<strong>in</strong><strong>in</strong> et al<br />

Figure 11. (a) Writ<strong>in</strong>g pattern, (b) orig<strong>in</strong>al PFM image and (c) reconstructed PFM image us<strong>in</strong>g the transfer function. (d) Orig<strong>in</strong>al and<br />

(e) reconstructed profiles along the dashed l<strong>in</strong>es <strong>in</strong> (b), (c). Note the difference <strong>in</strong> doma<strong>in</strong> wall width. Reproduced from [197]. Copyright<br />

2006, IOP Publish<strong>in</strong>g.<br />

The reconstruction is successful only <strong>in</strong> region I, where the<br />

doma<strong>in</strong> size is above the <strong>in</strong>formation limit. Note the difference<br />

<strong>in</strong> the image contrast and the effective wall width between the<br />

orig<strong>in</strong>al and the reconstructed images and the correspond<strong>in</strong>g<br />

l<strong>in</strong>e profiles. The m<strong>in</strong>imum doma<strong>in</strong> size detected by PFM<br />

<strong>in</strong> this case is limited by the resolution of the technique,<br />

suggest<strong>in</strong>g that the read<strong>in</strong>g resolution is a limit<strong>in</strong>g factor<br />

preclud<strong>in</strong>g experimental observation of smaller doma<strong>in</strong>s that<br />

can be written by PFM.<br />

The quality of the deconvoluted images can be<br />

significantly improved by the use of probability-based iterative<br />

methods such as maximum entropy reconstruction [202, 203]<br />

or Pixon reconstruction [204], previously used extensively<br />

for electron microscopic methods [205, 206]. Furthermore,<br />

progress can be achieved by the use of the analytical (i.e.<br />

<strong>in</strong>dependently known) resolution function, as discussed <strong>in</strong><br />

detail <strong>in</strong> the next section.<br />

2.3.3. Analytical resolution theory <strong>in</strong> PFM. To complement<br />

the experimental approach for the determ<strong>in</strong>ation of the<br />

resolution function, the latter can be established theoretically<br />

and then used to deconvolute the experimental data. The<br />

deconvolution can be performed either with a completely<br />

known resolution function, or with a function def<strong>in</strong>ed down to<br />

several experimentally established parameters (e.g. tip radius<br />

of curvature determ<strong>in</strong>ed from electron microscopy data or<br />

doma<strong>in</strong> wall width measurements).<br />

The decoupl<strong>in</strong>g approximation discussed <strong>in</strong> section 2.2.2<br />

can be extended to yield the analytical expressions for the<br />

resolution function. The surface displacement u i (x, y) at<br />

Figure 12. Coord<strong>in</strong>ate systems <strong>in</strong> the PFM experiment. Reproduced<br />

from [186]. Copyright 2007, American Institute of Physics.<br />

location y <strong>in</strong>duced by the biased tip (probe) at position x<br />

is given by equation (2.6). Coord<strong>in</strong>ate systems x and ξ<br />

are l<strong>in</strong>ked to the probe, coord<strong>in</strong>ates y = (y 1 ,y 2 ) give the<br />

probe apex position <strong>in</strong> the sample coord<strong>in</strong>ate system y (see<br />

figure 12).<br />

If the sample is uniform <strong>in</strong> the z-direction on the scale of<br />

the penetration depth of the electric field, i.e. c jlmn d mnk (x,z)≈<br />

c jlmn d mnk (x), vertical PFM response, equation (2.6), can be<br />

rewritten as<br />

u 3 (0, y) =<br />

∫ ∞<br />

−∞<br />

d mnk (y − ξ)<br />

(∫ ∞<br />

× c jlmn E k (−ξ 1 , −ξ 2 ,z) ∂<br />

)<br />

G 3j (ξ 1 ,ξ 2 ,z) dz dξ 1 dξ 2 ,<br />

z=0<br />

∂ξ l<br />

(2.11)<br />

13

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