Robust bounded control scheme for quadrotor vehicles under high dynamic disturbances

IF 3.7 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
J. Betancourt, P. Castillo, P. García, V. Balaguer, R. Lozano
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引用次数: 0

Abstract

In this paper, an optimal bounded robust control algorithm for secure autonomous navigation in quadcopter vehicles is proposed. The controller is developed combining two parts; one dedicated to stabilize the closed-loop system and the second one for dealing and estimating external disturbances as well unknown nonlinearities inherent to the real system’s operations. For bounding the energy used by the system during a mission and, without losing its robustness properties, the quadratic problem formulation is used considering the actuators system constraints. The resulting optimal bounded control scheme improves considerably the stability and robustness of the closed-loop system and at the same time bounds the motor control inputs. The controller is validated in real-time flights and in unconventional conditions for high wind-gusts and Loss of Effectiveness in two rotors. The experimental results demonstrate the good performance of the proposed controller in both scenarios.

Abstract Image

高动态扰动下四旋翼飞行器的鲁棒有界控制方法
提出了一种四轴飞行器安全自主导航的最优有界鲁棒控制算法。控制器由两部分组成;一种致力于稳定闭环系统,另一种用于处理和估计外部干扰以及实际系统运行中固有的未知非线性。考虑致动器系统的约束条件,采用二次问题的形式,在保证系统鲁棒性的前提下限定系统在执行任务时的能量消耗。所得到的最优有界控制方案大大提高了闭环系统的稳定性和鲁棒性,同时对电机控制输入有界。该控制器在实时飞行和非常规条件下进行了验证,以应对大风和双旋翼的有效性损失。实验结果表明,该控制器在两种情况下都具有良好的性能。
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来源期刊
Autonomous Robots
Autonomous Robots 工程技术-机器人学
CiteScore
7.90
自引率
5.70%
发文量
46
审稿时长
3 months
期刊介绍: Autonomous Robots reports on the theory and applications of robotic systems capable of some degree of self-sufficiency. It features papers that include performance data on actual robots in the real world. Coverage includes: control of autonomous robots · real-time vision · autonomous wheeled and tracked vehicles · legged vehicles · computational architectures for autonomous systems · distributed architectures for learning, control and adaptation · studies of autonomous robot systems · sensor fusion · theory of autonomous systems · terrain mapping and recognition · self-calibration and self-repair for robots · self-reproducing intelligent structures · genetic algorithms as models for robot development. The focus is on the ability to move and be self-sufficient, not on whether the system is an imitation of biology. Of course, biological models for robotic systems are of major interest to the journal since living systems are prototypes for autonomous behavior.
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