Adaptive fuzzy output feedback control of nonlinear uncertain systems with unknown backlash-like hysteresis based on modular design

作者：Li, Yongming^*; Tong, Shaocheng; Li, Tieshan

来源：Neural Computing & Applications, 2013, 23(S1): S261-S270.

DOI：10.1007/s00521-013-1355-5

• Output feedback control
• Adaptive fuzzy control
• Backlash-like hysteresis
• Backstepping design
• Modular design
• Stability analysis

In this paper, an adaptive fuzzy output feedback control approach is presented for a class of single-input single-output uncertain nonlinear systems with unknown backlash-like hysteresis and unmeasured states. Fuzzy logic systems are utilized to approximate the unknown nonlinear functions, and a state filter observer is designed to estimate unmeasured states. Combining the backstepping recursive design with modular design techniques, a new adaptive fuzzy output control scheme is developed. It is proved that the proposed control approach can guarantee that all the signals of the resulting closed-loop system are semiglobally uniformly ultimately bounded, and the tracking error converges to a small neighborhood of the origin. A simulation is included to illustrate the effectiveness of the proposed approach. The important feature of the proposed control approach is that it can solve the states immeasurable problem of nonlinear systems with unknown backlash-like hysteresis and the problem of unknown virtual control coefficients.

• 出版日期2013-12
• 单位大连海事大学; 辽宁工业大学