Wearable feedback systems for rehabilitation.
Wearable feedback systems for rehabilitation.
复制标题
可穿戴的康复反馈系统。
DOI：
10.1186/1743-0003-2-17
复制
发表时间：
2005-06-29
影响因子：
5.1
通讯作者：
Pentland, Alex
中科院分区：
文献类型：
--
作者：
Sung, Michael;Marci, Carl;Pentland, Alex
在本文中，我们描述了LiveNet，一个灵活的可穿戴平台，旨在长期动态健康监测与实时数据流和上下文分类。LiveNet基于MIT Wearable Computing Group的分布式移动的系统架构，是一个稳定、可访问的系统，它结合了廉价的商品硬件、灵活的传感器/外围互连总线以及强大、轻量级的分布式传感、分类和进程间通信软件架构，以促进分布式实时多模态和上下文感知应用程序的开发。LiveNet能够持续监测各种生理信号以及用户的活动和环境，以随着时间的推移开发用户的个性化，数据丰富的健康档案。我们展示了这个平台的力量和功能，描述了一些健康监测应用程序使用LiveNet系统在各种正在进行的临床研究。这些试点实验的初步评估表明，使用LiveNet系统在康复医学中的实际应用的潜力。
In this paper we describe LiveNet, a flexible wearable platform intended for long-term ambulatory health monitoring with real-time data streaming and context classification. Based on the MIT Wearable Computing Group's distributed mobile system architecture, LiveNet is a stable, accessible system that combines inexpensive, commodity hardware; a flexible sensor/peripheral interconnection bus; and a powerful, light-weight distributed sensing, classification, and inter-process communications software architecture to facilitate the development of distributed real-time multi-modal and context-aware applications. LiveNet is able to continuously monitor a wide range of physiological signals together with the user's activity and context, to develop a personalized, data-rich health profile of a user over time. We demonstrate the power and functionality of this platform by describing a number of health monitoring applications using the LiveNet system in a variety of clinical studies that are underway. Initial evaluations of these pilot experiments demonstrate the potential of using the LiveNet system for real-world applications in rehabilitation medicine.