基于观测器的无人机造林控制器实验评估

IF 4.2 2区 计算机科学 Q2 ROBOTICS
Gustavo Muñoz, Hernan Abaunza, Camilo Lozoya, Herman Castañeda
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引用次数: 0

摘要

重新造林对于减缓气候变化、保护生物多样性和保护生态系统至关重要。精确再造林意味着有效地利用材料和人力资源来完成这项密集的任务。从这个意义上说,使用无人驾驶飞行器(uav),也被称为无人机,提高了分配种子的准确性,同时增加了覆盖范围并减少了劳动力。然而,基于无人机的再造林仍然存在需要解决的技术挑战。一个重要的挑战是由于环境条件造成的飞行干扰,主要是意外的风,以及由分配任务引起的车辆不可避免的质量损失。本文评估了使用基于观测器的控制器来抑制由播种活动引起的特定干扰。通过细致的实验和分析,该研究证明了观测器在减轻外部干扰方面的能力,从而提高了无人机操作的精度和稳定性。这一技术进步为各种实际应用带来了希望,并对环境保护工作,特别是重新造林产生了影响。实验结果证实了所提出的控制器和观测器框架的可行性,突出了其提高环境监测、保护和可持续资源管理实践鲁棒性的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Experimental Evaluation of an Observer-Based Controller for an Unmanned Aerial Vehicle in Reforestation Activities

Reforestation is pivotal in mitigating climate change, preserving biodiversity, and safeguarding ecosystems. Precision reforestation implies efficiently using materials and human resources to conduct this intensive task. In this sense, using unmanned aerial vehicles (UAVs), also known as drones, improves the accuracy of dispensed seeds while increasing coverage and reducing labor. However, drone-based reforestation still presents technological challenges that need to be addressed. An important challenge is the presence of disturbances during flights due to environmental conditions, primarily unexpected wind, and the unavoidable loss of mass presented by the vehicle caused by the dispensing task. This paper evaluates the use of an observer-based controller to reject the particular disturbances caused by the sowing activity. Through meticulous experimentation and analysis, the study demonstrates the observer's adeptness in mitigating external disturbances, thereby enhancing the precision and stability of UAV operations. This technological advancement holds promise for diverse practical applications and has implications for environmental conservation efforts, particularly reforestation. The obtained experimental results confirm the viability of the proposed controller and observer framework, highlighting its potential to improve the robustness of environmental monitoring, conservation, and sustainable resource management practices.

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来源期刊
Journal of Field Robotics
Journal of Field Robotics 工程技术-机器人学
CiteScore
15.00
自引率
3.60%
发文量
80
审稿时长
6 months
期刊介绍: The Journal of Field Robotics seeks to promote scholarly publications dealing with the fundamentals of robotics in unstructured and dynamic environments. The Journal focuses on experimental robotics and encourages publication of work that has both theoretical and practical significance.
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