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护理机器人的主动护理架构

Proactive care architecture for care robots.

作者信息

Ren Zhechen, Yang Guang, Wang Shuoyu, Yang Junyou

机构信息

School of Electrical Engineering, Shenyang University of Technology, Shenyang, 110870, China.

Department of Electronics and Information Systems Engineering, Osaka Institute of Technology, Osaka, 535-8585, Japan.

出版信息

Sci Rep. 2025 Aug 7;15(1):28979. doi: 10.1038/s41598-025-14224-4.

Abstract

Care robots have been developed to address the shortage of human caregivers in aging societies facing declining birth rates. However, currently care robots only passively perform care tasks based on commands, they are unable to provide care services to bedridden patients with communication disorder in individual homes. This paper first proposes the concept of "proactive care", which expects robots to act as a human caregiver even in a complex and changing environment according to the real-time state of the care recipient, such as proactively determine and complete the optimal care program without any commands. Then, a proactive care architecture (PCA) is proposed, which in turn gives a proactive care model (PCM) that can proactively generate the desires of care recipients. Finally, the feasibility of PCA and the validity of PCM were verified through simulation. PCA opens up an avenue for robots to care for bedridden patients with communication disorder, which will contribute to alleviating the social problem of human caregivers shortage.

摘要

为解决出生率下降的老龄化社会中人类护理人员短缺的问题,护理机器人应运而生。然而,目前的护理机器人仅基于指令被动执行护理任务,无法在个体家庭中为患有沟通障碍的卧床患者提供护理服务。本文首先提出了“主动护理”的概念,期望机器人即使在复杂多变的环境中,也能根据护理对象的实时状态扮演人类护理人员的角色,例如在没有任何指令的情况下主动确定并完成最佳护理方案。然后,提出了一种主动护理架构(PCA),进而给出了一种能够主动生成护理对象需求的主动护理模型(PCM)。最后,通过仿真验证了PCA的可行性和PCM的有效性。PCA为机器人护理患有沟通障碍的卧床患者开辟了一条途径,这将有助于缓解人类护理人员短缺的社会问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/449e/12331928/d49e4943187c/41598_2025_14224_Fig1_HTML.jpg

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