上肢损伤辅助喂食机器人——测试与验证

IF 2.3 4区 计算机科学 Q2 Computer Science International Journal of Advanced Robotic Systems Pub Date : 2023-07-01 DOI:10.1177/17298806231183571
Tanzim Mashrur, Zeyad Ghulam, Gregory French, H. Abdullah
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引用次数: 0

摘要

已经开发出一种个人护理机器人系统,可以为上肢损伤患者提供喂养帮助。该系统引入了一种新的喂食方法,该方法优先考虑两个想法:包含多个喂食任务的通用功能和无缝的用户交互。此外,该系统利用新颖的计算机视觉思想来整合文献中没有报道的功能。对于功能原型,该系统由一个现成的六自由度机器人操纵器、两个深度相机和一个电动夹持器组成。此外,操作过程中使用的各种工具都是使用3D打印机设计和构建的。该系统的软件有三个主要操作阶段:食品识别、获取和配送。该系统的一个新特点是,机器人没有试图识别食物,而是识别获取食物所需的方法。在测试和验证过程中,发现该系统识别错误最小,获取和交付成功率高,安全响应时间快。
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Assistive feeding robot for upper limb impairment—Testing and validation
A personal care robotic system has been developed that can provide feeding assistance to those suffering from upper limb impairment. The system introduces a novel approach for feeding that prioritizes two ideas: generalized functionality to encompass multiple feeding tasks and seamless user interaction. Additionally, the system leveraged novel computer vision ideas to incorporate functionality that was not reported in the literature. For the functional prototype, the system was comprised of an off-the-shelf six degrees of freedom robotic manipulator, two depth cameras, and an electric gripper. Furthermore, various tools used during the operation were designed and constructed using a 3D printer. The system’s software has three main operation phases: food identification, acquisition, and delivery. One of the novel features of this system is that instead of attempting to identify the food, the robot identifies the method required for acquiring the food. During testing and validation, it was found that the system had minimal identification errors, high success rates for acquisition and delivery, and a fast safety response time.
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来源期刊
CiteScore
6.50
自引率
0.00%
发文量
65
审稿时长
6 months
期刊介绍: International Journal of Advanced Robotic Systems (IJARS) is a JCR ranked, peer-reviewed open access journal covering the full spectrum of robotics research. The journal is addressed to both practicing professionals and researchers in the field of robotics and its specialty areas. IJARS features fourteen topic areas each headed by a Topic Editor-in-Chief, integrating all aspects of research in robotics under the journal''s domain.
期刊最新文献
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