线性扩张状态观测器及其高阶形式的性能分析  

Performance analysis on linear extended state observer and its extension case with higher extended order

作　　者：邵星灵[1] 王宏伦[2] 

机构地区：[1]北京航空航天大学自动化科学与电气工程学院,北京100191 [2]北京航空航天大学飞行器控制一体化技术国家重点实验室,北京100191

出　　处：《控制与决策》2015年第5期815-822,共8页Control and Decision

基　　金：国家自然科学基金项目(61175084);长江学者和创新团队发展计划项目(IRT13004);航空科学基金项目(2014ZA51002)

摘　　要：扩张状态观测器(ESO)作为自抗扰控制(ADRC)的核心组件,其自身及高阶扩展形式的性能分析与评估至关重要.借助Lyapunov逆定理证明了任意扩张阶数下线性扩张状态观测器(LESO)重构状态误差的收敛性,并得出了观测误差上界与扩张阶数的定量关系式;在分别考虑扩张阶数、观测器带宽以及剪切频率的情况下,探讨了高阶及传统LESO的动态响应、干扰抑制能力与观测器参数间的关系;最后,结合改进的ADRC控制器,在估计能力、峰值现象的抑制、滤噪性能等方面对高阶及传统LESO进行了性能评估与仿真验证.所得出的结论可为ADRC应用中ESO的选取提供有效的理论依据.As the central component of active disturbance rejection control（ADRC）, the performance analysis and evaluation on the linear extended state observer（LESt） and its extension case with higher extended order are of greatly significance. The convergence of the estimation error for LESt with any extended order is proved by utilizing Lyapunov＇s inverse theory. Simultaneously, the quantitative relationship between the upper bound of the estimated error and the extended order is derived. Under the consideration of the given extended order, bandwidth and the shear frequency, the relationships between parameters of the observer and the dynamic response, and disturbance attenuation ability are both analyzed. Finally, combined with enhanced controller of ADRC, the performance evaluation and simulation verification on LESt and its extension case are carried out and discussed with respect to the capability in estimation, the suppression of peaking phenomenon and noise attenuation. The obtained conclusion can provide a theoretical basis for the selection of ESO in the application of ADRC.

关 键 词：扩张状态观测器 高阶线性扩张状态观测器 滤噪性能 峰值现象 扩张阶数 

分 类 号：TP249.1[自动化与计算机技术—检测技术与自动化装置]