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Structural Health Monitoring Using Smart Sensors - ideals ...

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1<br />

1<br />

Coherence function<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

Imote2- Imote2<br />

Imote2- Siglab<br />

Siglab - Siglab<br />

0<br />

0 20 40 60 80 100 120 140<br />

Frequency (Hz)<br />

1<br />

(a) longitudinal<br />

Coherence function<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

Imote2- Imote2<br />

Imote2- Siglab<br />

Siglab - Siglab<br />

0<br />

0 20 40 60 80 100 120 140<br />

Frequency (Hz)<br />

(b) transverse<br />

Coherence function<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

Imote2- Imote2<br />

Imote2- Siglab<br />

Siglab - Siglab<br />

0<br />

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Frequency (Hz)<br />

(c) vertical<br />

Figure 7.18. Coherence functions among Imote2s and reference sensors.<br />

coherence function between the Imote2s is smaller than that between PCB accelerometers<br />

around 50 Hz and above 80 Hz.<br />

To investigate the sensitivity of the other axes of the Imote2 accelerometer, the<br />

orientation of the Imote2 is changed. The vertical acceleration again seems to be accurate,<br />

while the longitudinal acceleration shows noticeable differences among the signals. The<br />

transverse acceleration measurements are not as accurate as the vertical acceleration<br />

measurements. Similar to the previous experiment, the vertical acceleration is accurate<br />

and the longitudinal measurement seems noisy. Therefore, the accuracy of the measured<br />

accelerations does not appear to depend on the specific channel used on the Imote2.<br />

There are several possible explanations for why the vertical acceleration is accurate,<br />

while longitudinal acceleration appears noisy. First, consider the magnitude of the<br />

accelerations. Because the truss’s motion is relatively small in the longitudinal direction<br />

(see Figures 7.15 and 7.16), the signal-to-noise ratio (SNR) is small for longitudinal<br />

measurements. However, similar experiments with smaller excitation also show that the<br />

vertical acceleration is accurate even when signal’s strength is small; small SNR alone<br />

cannot explain why the longitudinal measurements are noisy. Another possible<br />

117

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