用于医院传染病治疗的智能移动机器人

IF 1.6 Q2 MULTIDISCIPLINARY SCIENCES
MethodsX Pub Date : 2024-09-04 DOI:10.1016/j.mex.2024.102941
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引用次数: 0

摘要

本文提供了一项新颖而适用的工作,建立了一个用于对病房内的空气和环境表面进行消毒的真实系统,并配备了一个非接触式测量系统,为医院的传染病治疗提供支持。该系统以智能移动机器人系统为基础,可在模拟的真实治疗室中自主运行。研究团队采用了一种新的定位算法。它结合了激光雷达传感器、编码器和扩展卡尔曼滤波器的数据。应用分割和图像特征提取算法的程序是为满足室内实时环境映射的要求而开发的。此外,还提出了移动和避开障碍物的控制算法。接下来,文章还提到了通过无线传感器网络收集健康数据的技术,包括病人身份识别、体温和血氧指数。分析和实验结果显示了合格的成果和前景。本文的主要贡献可以列举如下:-设计并制造了一种新型的 CEE-IMR 智能移动机器人,它可以重新识别病人,引导并带领他们在医院中行走,尤其是保持安全距离,避免传染疾病。基于先进的控制算法,机器人可以灵活移动、避开障碍物等。还提出了一种新的控制机制。-收集数据和处理医疗数据的方法,为患者或医生提供支持,以提高医院在传染病管理方面的效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Intelligent mobile robot for contagious disease treatments in hospitals

Intelligent mobile robot for contagious disease treatments in hospitals

This paper provides a novel and applicable work that builds a real system for disinfecting the air and surfaces of the environment in a hospital room, with a non-contact measurement system for supporting contagious disease treatments in hospitals. The system is built on an intelligent mobile robot system that operates autonomously in a simulated real treatment room. The research team uses a new positioning algorithm. It is a combination of data from the Lidar sensor, encoder, and Extended Kalman filter. The program that applies segmentation and image feature extraction algorithms is developed to meet requirements of real-time environment mapping in the room. Control algorithms for moving and avoiding obstacles are also proposed. Next, techniques for collecting health data including patient identification, body temperature, and blood oxygen index via wireless sensor network are also mentioned in the article. Analysis and experimental results show qualified outcomes and promise. The main contribution of the paper can be listed as follows.

  • Design and build a new CEE-IMR, an intelligent mobile robot that can regconize patients, guide and lead them walking in hospitals, especially keep a safe distance avoiding contagious deseases.

  • A novel framework for controlling the robot is proposed. The robot can move flexible, avoid obstacles, etc. based on advanced control algorithms. A new control mechanism is also proposed.

  • Methods of collecting data and processing medical data to support either patients or doctors to improve the effecency in hospitals in contagious disease management.

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来源期刊
MethodsX
MethodsX Health Professions-Medical Laboratory Technology
CiteScore
3.60
自引率
5.30%
发文量
314
审稿时长
7 weeks
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