首页> 外文会议>International Computer Engineering Conference >Comparative robustness study of multivariable controller of fixed wing Ultrastick25-e UAV
【24h】

Comparative robustness study of multivariable controller of fixed wing Ultrastick25-e UAV

机译:固定翼Ultrastick25-e无人机多变量控制器的比较鲁棒性研究

获取原文

摘要

in this paper three PID based control techniques were designed for discrete time model of Ultra stick UAV in both lateral and longitudinal channels. The three techniques are designed to enhance the control response of Ultra stick UAV. The robustness of the autopilot system to model uncertainty, the rejection of wind disturbances, and dealing with noise effect of sensors are considered as basic items for comparative study of the different control techniques. In the first control technique, the PID is designed and tuned using a genetic algorithm optimization technique. This is to improve the performance and robustness of the system. Adaptive PID fuzzy tuned is considered as the second control technique. Fuzzy tuning is based on seven triangular membership functions for each input and output, where the if-then rules are established based on expert knowledge. The third control technique is PID controller tuned using local optimal control. Each controller technique is designed based on linearized model and SISO decoupled subsystems. The designed controllers are then applied to the real nonlinear and MIMO model. The main contribution in this paper is applying PID controller tuned using local optimal control for the first time on fixed wing UAV. In addition to its simplicity, the comparative simulation results confirm the effectiveness of this controller technique over the other two controller techniques.
机译:本文针对横向和纵向通道的Ultra stick UAV的离散时间模型,设计了三种基于PID的控制技术。设计这三种技术是为了增强Ultra Stick UAV的控制响应。自动驾驶系统对不确定性进行建模的鲁棒性,对风扰的抑制以及传感器的噪声影响被视为比较不同控制技术的基础。在第一种控制技术中,使用遗传算法优化技术来设计和调整PID。这是为了提高系统的性能和鲁棒性。自适应PID模糊调谐被认为是第二种控制技术。模糊调整基于每个输入和输出的七个三角隶属函数,其中if-then规则是基于专家知识建立的。第三种控制技术是使用局部最优控制调整的PID控制器。每种控制器技术都是基于线性化模型和SISO解耦子系统设计的。然后将设计的控制器应用于实际的非线性和MIMO模型。本文的主要贡献是首次将采用局部最优控制调整的PID控制器应用于固定翼无人机。除了其简单性,比较仿真结果还证实了该控制器技术相对于其他两种控制器技术的有效性。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号