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Wireless Sensor and Actuator Networks for Lighting Energy ...

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Figure 5-3 Prediction per<strong>for</strong>mance of Kalman filtering.<br />

Adaptive Wiener filtering<br />

A one-step predictive Wiener filter can be <strong>for</strong>mulated as shown in Figure 5-4,<br />

where<br />

Y k = [y(k-1) y(k-2) … y(k-p)] T is the vector of the past p measurements;<br />

W(k) = [w 1 (k) w 2 (k) … w p (k)] T is the vector of the p filter parameters updated to time<br />

k-1, <strong>and</strong> p is the order of the filter.<br />

Figure 5-4 Adaptive Wiener filter.<br />

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