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Underwater Robots - Gianluca Antonelli.pdf

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162 7. Dynamic Control of UVMSs<br />

[deg]<br />

4<br />

2<br />

0<br />

−2<br />

φ<br />

−4<br />

0 50 100 150 200<br />

time [s]<br />

Nm<br />

600<br />

400<br />

200<br />

0<br />

K<br />

0 50 100 150 200<br />

tim<br />

Fig. 7.9. Adaptive control. Left: vehicle attitude in terms of Euler angles. Right:<br />

vehicle control moments<br />

[deg]<br />

1.5<br />

1<br />

0.5<br />

0<br />

−0.5<br />

−1<br />

q 2<br />

q 1<br />

−1.5<br />

0 20 40 60 80 100<br />

time [s]<br />

400<br />

300<br />

200<br />

100<br />

τ q,1<br />

τ q,2<br />

0<br />

0 20 40 60 80 100<br />

Fig. 7.10. Adaptive control. Left: joint position errors. Right: joint control torques<br />

Figure 7.10 shows the time histories of manipulator joint errors and torques.<br />

It is worth noting that the initial value of the joint torques is non null<br />

because of gravity and buoyancy compensation, while they are null at steady<br />

state in view of the particular final system configuration. The large initial<br />

joint error isdue to mismatching in the restoring torques compensation; the<br />

integral action provided by the parameters update gives anull steady state<br />

error.<br />

Figure 7.11 finallyshows aperformance comparisonbetween (7.22)–(7.23)<br />

with and without adaptation. Remarkably at the very beginning of the trajectory<br />

both control laws perform the same error; afterward the adaptive<br />

controller provides asignificant error reduction.<br />

7.8 Output Feedback Control<br />

<strong>Underwater</strong> vehicles are typically equipped with acoustic sensors or video<br />

systems for position measurements, while the vehicle attitude canbeobtained

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