Novel Active Disturbance Rejection Control Based on Nested Linear Extended State Observers

TL;DR

This paper introduces a nested linear extended state observer (LESO) in active disturbance rejection control (ADRC) to improve disturbance estimation accuracy without increasing bandwidth, validated through simulations showing significant error reduction.

Contribution

It proposes a novel nested LESO structure for ADRC that enhances disturbance rejection without bandwidth increase, supported by Lyapunov stability analysis.

Findings

Nested LESO reduces tracking error by nearly 70%.

The approach effectively handles generalized disturbances in noisy environments.

Stability of the nested LESO is confirmed via Lyapunov analysis.

Abstract

In this paper, a Novel Active Disturbance Rejection Control (N-ADRC) strategy is proposed that replaces the Linear Extended state observer (LESO) used in Conventional ADRC (C-ADRC) with a Nested LESO. In the nested LESO, the inner-loop LESO actively estimates and eliminates the generalized disturbance. Increasing the bandwidth improves the estimation accuracy which may tolerate noise and conflict with H/W limitations and the sampling frequency of the system. Therefore, an alternative scenario is offered without increasing the bandwidth of the inner-loop LESO provided that the rate of change of the generalized disturbance estimation error is upper bounded. This is achieved by the placing an outer-loop LESO in parallel with the inner one, it estimates and eliminates the remaining generalized disturbance that eluded from the inner-loop LESO due to bandwidth limitations. The stability of LESO and nested LESO is investigated using Lyapunov stability analysis. Simulations on uncertain nonlinear SISO system with time-varying exogenous disturbance revealed that the proposed nested LESO can successfully deal with a generalized disturbance in both noisy and noise-free environments, where the Integral Time Absolute Error (ITAE) of the tracking error for the nested LESO is reduced by 69.87% from that of the LESO.