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. 2016 Jul 11;6:29231. doi: 10.1038/srep29231

Figure 3. Overview of the Proportional-Integral (PI) control system.

Figure 3

Overview of the PI control system. Initially, the PI controller uses the previous errors to calculate the push Inline graphic[n] for the next goniometer motion to correct the previous positional error. Goniometer motion incurs additional environmental error Inline graphic[n], which yields the shift Inline graphic[n] through imaging and cross-correlation. The accumulated shift Inline graphic[n] is calculated by incorporating the historical motion Inline graphic[n − 1] and the current shift Inline graphic[n]. This Inline graphic[n] is used as historical data for the next tilt loop. The difference of Inline graphic[n] from the target Inline graphic[n] is the residual error Inline graphic[n]. Within the proportional integral (PI) controller, the accumulated residual error Inline graphic[n] is calculated by incorporating the historical error Inline graphic[n − 1] and current residual error Inline graphic[n].