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. 2015 Nov 23;6:2193–2206. doi: 10.3762/bjnano.6.225

Figure 5.

Figure 5

Block diagram of a Kelvin controller based on a) a proportional–integral–differential (PID) controller, and b) the Kalman filter. In the PID controller, the system output is compared to a setpoint to yield the error signal. The output signal, i.e., the sum of amplified errors and their respective integral or derivative, is fed back into the system. When the system output is nullified (setpoint 0), the controller output Udc equals the surface potential Ulcpd. In contrast, knowing an approximate model of the system, the Kalman filter estimates Inline graphic solely based on the system output and the applied dc bias, Udc. With the switch S closed, the estimated surface potential Inline graphic is applied as the dc bias, corresponding to a feedback configuration.