Table 2 Performance index comparison of three PID controllers.

From: Ultra-precision control of dual-axis scanning mechanism based on PSO-RBF neural network

Controller type

Input amplitude

Rise time (ms)

Overshoot (%)

Settling time (ms)

Steady-state error (arc-sec)

Classical PID

1.0°

51.7

28.8915

660

3.6

1.1°

34.3

53.0841

400

3.2

RBF-PID

1.0°

42.4

49.0265

170

1.8

1.1°

44.8

57.6941

760

2.1

PSO-RBF-PID

1.0°

30.3

30.1752

390

0.7

1.1°

19.2

50.4965

160

1.0