A Cooperative Control Approach for Multi-quadrotor Formation in Agricultural Scenarios with Obstacles and External Disturbances

IF 1.3 4区 工程技术 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Pablo Raul Yanyachi;Luis F. Canaza Ccari;Daniel Yanyachi
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Abstract

This research aims to develop a robust cooperative control approach for the flight formation of multiple quadrotors in trajectory tracking tasks in agricultural scenarios with obstacles and external disturbances. For this purpose, a distributed autonomous control framework is proposed that integrates a guidance system and an advanced control system for each quadrotor under a leader-follower control scheme. The guidance system employs the Artificial Potential Field (APF) algorithm, which guarantees attraction to the target while avoiding obstacles. For the control system, a distributed consensus protocol based on an Adaptive Integral Fast Terminal Sliding Mode Control (AIFTSMC) is implemented, ensuring fast convergence and robust tracking of the reference trajectory, maintaining the alignment of the quadrotors throughout the entire flight mission. The validity of the proposed approach has been demonstrated through numerical simulations performed in Matlab/Simulink, implementing a representative agricultural scenario. The results show that the approach offers robust and efficient performance for multiple quadrotor flight formation in agricultural environments, even in the presence of external disturbances and obstacles.
具有障碍物和外界干扰的农业场景下多四旋翼编队协同控制方法
本研究旨在针对农业场景中存在障碍物和外界干扰的轨迹跟踪任务,开发一种鲁棒的多旋翼飞行器编队协同控制方法。为此,提出了一种分布式自主控制框架,该框架将每个四旋翼飞行器的制导系统和先进控制系统结合在一起,采用leader-follower控制方案。制导系统采用人工势场(APF)算法,既能保证对目标的吸引力,又能避开障碍物。控制系统采用基于自适应积分快速终端滑模控制(AIFTSMC)的分布式共识协议,确保参考轨迹的快速收敛和鲁棒跟踪,在整个飞行任务中保持四旋翼的对准。通过在Matlab/Simulink中进行的数值模拟,实现了一个具有代表性的农业场景,证明了所提出方法的有效性。结果表明,该方法对农业环境中存在外界干扰和障碍物的多旋翼编队飞行具有鲁棒性和高效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Latin America Transactions
IEEE Latin America Transactions COMPUTER SCIENCE, INFORMATION SYSTEMS-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
3.50
自引率
7.70%
发文量
192
审稿时长
3-8 weeks
期刊介绍: IEEE Latin America Transactions (IEEE LATAM) is an interdisciplinary journal focused on the dissemination of original and quality research papers / review articles in Spanish and Portuguese of emerging topics in three main areas: Computing, Electric Energy and Electronics. Some of the sub-areas of the journal are, but not limited to: Automatic control, communications, instrumentation, artificial intelligence, power and industrial electronics, fault diagnosis and detection, transportation electrification, internet of things, electrical machines, circuits and systems, biomedicine and biomedical / haptic applications, secure communications, robotics, sensors and actuators, computer networks, smart grids, among others.
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