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4.6. CONSTRUCTING TF SYSTEMS 43<br />

1.8<br />

1.6<br />

1.4<br />

1.2<br />

1<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0<br />

−0.2<br />

0 0.5 1 1.5 2 2.5 3 3.5 4 4.5<br />

Figure 4.24: Mean and covariance for t 0 and t 1 .<br />

4.6.3 Calculating the Quality of a Transformation Chain<br />

In the last example, the quality of a single transformation was considered. This section will show how<br />

the single qualities of each element in a chain can be incorporated to get the quality of the whole transformation<br />

chain. As an example, the tf tree shown in Figure 4.25(a) will be used. This tree consists of<br />

sensor_frame<br />

tilt_frame<br />

pan_frame<br />

z<br />

slide_frame<br />

y<br />

(a) Tf tree of the transformation<br />

chain.<br />

x<br />

base_frame<br />

(b) Tf frames with axis of movement.<br />

Figure 4.25: Tf tree and frames for a transformation chain.<br />

a frame called base_frame which is the root element of the tf tree. The slide_frame is linked<br />

with the base_frame by a prismatic joint. This prismatic joint can move in the direction of the<br />

x-axis of the slide_frame. The pan_frame is linked with the slide_frame through a revolute<br />

joint, that rotates around the z-axis. Further the tilt_frame is linked with the pan_frame<br />

through a revolute joint, which rotates around the y-axis. Finally the sensor_frame is linked with<br />

the tilt_frame through a fixed joint. These frames and their direction of movement are shown in<br />

Figure 4.25(b). To actually calculate the quality of the transformation chain, assumptions for different<br />

values have to be made.

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