Design and Implementation of a Dynamic Tracking System for Drones in Modern Medical Treatment Applications

被引:0
|
作者
Qu, Xilong [1 ]
Tan, Xiao [2 ]
Yu, Siyang [2 ]
Wang, Ting [2 ]
机构
[1] ChangSha Normal Univ, Coll Informat Sci & Engn, Changsha 410000, Peoples R China
[2] Hunan Univ Finance & Econ, Coll Informat Technol & Management, Changsha 410000, Peoples R China
基金
湖南省自然科学基金;
关键词
Quad-rotor; machine vision; remote sensing; PID; dynamic tracking;
D O I
10.1142/S0218126624500415
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The utilization of unmanned aerial vehicles (UAVs) equipped with advanced machine vision and remote sensing technology has ushered in a transformative era across diverse domains such as agriculture, construction, energy, environmental monitoring, and contemporary medical treatment. Particularly within the realm of modern medical treatment, the integration of drone technology into healthcare service delivery has displayed tremendous promise for enhancing patient outcomes, particularly in geographically challenging areas or during emergent situations. Quad-rotor UAVs have emerged as prominent contenders owing to their exceptional performance, user-friendly controls, and adaptable functionality. Their quadrotor configuration enables seamless vertical takeoff and landing, rendering them highly suitable for deployment in demanding environments frequently encountered in the context of modern medical treatment. When combined with cutting-edge machine vision and remote sensing capabilities, quad-rotors exhibit proficiency in executing intricate missions encompassing medical supply delivery, mobile target tracking, anomaly detection, topographical mapping, and even facilitating emergency medical response scenarios. These remarkable capabilities render quad-rotors indispensable tools for healthcare professionals including doctors, nurses, and other dedicated personnel in the provision of high-quality healthcare services within the realm of modern medical treatment. The design and implementation of a dynamic tracking system predicated on machine vision and remote sensing technology assume paramount importance in ensuring optimal UAV operations in modern medical treatment applications. A meticulously crafted system should possess the capacity to process visual information through sophisticated machine vision algorithms, thereby transforming it into precise control data for the UAV. Employing a remote sensing target detection model serves to accurately locate and identify pertinent information embedded within optical remote sensing imagery, thereby generating a comprehensive output feature map information set. Integration of this information with the cascade PID (Proportion Integral Differential) control algorithm facilitates the realization of a dynamic tracking system tailored specifically for quad-rotor UAVs. Through meticulous experimentation, the system can be effectively harnessed for portable high-altitude visual detection, thereby endowing healthcare services with promptness and efficiency. For instance, the system can be leveraged to meticulously track the movement of medical supplies during transportation, remotely monitor patients' vital signs, and even facilitate the expeditious delivery of essential medications or vaccines to individuals situated in remote and inaccessible locations during modern medical treatment. As the demand for healthcare services continues to surge, the prevalence of drones equipped with state-of-the-art machine vision and remote sensing technology within modern medical treatment contexts is expected to increase manifold. Consequently, sustained research and development endeavors dedicated to advancing this technology assume paramount significance, thereby ensuring its seamless and efficacious implementation within the modern medical treatment field.
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页数:33
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