DLADRC Controller Parameter Tuning Based on IPSO Algorithm for Quadrotor

Yao Boyu, Lu Ping, Yang Seng, Ji Jinjian
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Abstract

ADRC controller has the advantages of simple structure, high precision and strong robustness, which can estimate and compensate the uncertainties and disturbances online. However, in practical application, it is found that the controller contains too many parameters, and the range and tuning direction of these parameters can not be determined, which makes it difficult to tune the controller parameters. Therefore, on the basis of in-depth analysis of ADRC and parameter tuning, this paper adopts DLADRC controller with fewer adjusting parameters, and proposes an improved PSO to adjust parameters. Finally, the optimized controller is analyzed under Simulink environment, and is applied to the trajectory tracking simulation of quadrotor aircraft to verify the performance of the controller. Keywords-Component; ADRC; Quadrotor Aircraft; PSO; Parameter Tuning
基于IPSO算法的四旋翼DLADRC控制器参数整定
自抗扰控制器具有结构简单、精度高、鲁棒性强等优点,可以在线估计和补偿不确定性和干扰。但在实际应用中发现,控制器中包含的参数太多,且这些参数的范围和整定方向无法确定,给控制器参数的整定带来了困难。因此,本文在深入分析自抗扰和参数整定的基础上,采用调整参数较少的DLADRC控制器,并提出一种改进的粒子群算法进行参数整定。最后,在Simulink环境下对优化后的控制器进行了分析,并将其应用于四旋翼飞行器的轨迹跟踪仿真,验证了控制器的性能。Keywords-Component;自抗扰控制器;Quadrotor飞机;算法;参数调优
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