Fraile Juan A, Bajo Javier, Corchado Juan M, Abraham Ajith
University of Salamanca, 37008 Salamanca, Spain.
IEEE Trans Inf Technol Biomed. 2010 Nov;14(6):1459-67. doi: 10.1109/TITB.2010.2053849. Epub 2010 Jul 26.
This paper proposes a multiagent system (MAS) that uses smart wearable devices and mobile technology for the care of patients in a geriatric home care facility. The system is based on an advanced ZigBee wireless sensor network (WSN) and includes location and identification microchips installed in patient clothing and caregiver uniforms. The use of radio-frequency identification and near-field communication technologies allows remote monitoring of patients, and makes it possible for them to receive treatment according to preventive medical protocol. The proposed MAS manage the infrastructure of services within the environment both efficiently and securely by reasoning, task-planning, and synchronizing the data obtained from the sensors. Additionally, this paper presents the design and implementation of the reasoning agent in the MAS. A system prototype was installed in a real environment and the results obtained are presented in this paper.
本文提出了一种多智能体系统(MAS),该系统利用智能可穿戴设备和移动技术为老年家庭护理机构中的患者提供护理。该系统基于先进的ZigBee无线传感器网络(WSN),并包括安装在患者衣物和护理人员制服中的位置和识别微芯片。射频识别和近场通信技术的使用允许对患者进行远程监测,并使他们能够根据预防性医疗协议接受治疗。所提出的MAS通过对从传感器获得的数据进行推理、任务规划和同步,高效且安全地管理环境中的服务基础设施。此外,本文还介绍了MAS中推理智能体的设计与实现。一个系统原型被安装在实际环境中,本文展示了所获得的结果。