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迈向一种通过超宽带无线电实现高精度的临床步态分析动态系统。

Toward a highly accurate ambulatory system for clinical gait analysis via UWB radios.

作者信息

Shaban Heba A, Abou el-Nasr Mohamad, Buehrer R Michael

机构信息

Virginia Polytechnic Institute and State University at Alexandria (VT-MENA), Arab Academy for Science and Technology, Alexandria 1029, Egypt.

出版信息

IEEE Trans Inf Technol Biomed. 2010 Mar;14(2):284-91. doi: 10.1109/TITB.2009.2037619. Epub 2009 Dec 15.

DOI:10.1109/TITB.2009.2037619
PMID:20007056
Abstract

In this paper, we propose and investigate a low-cost and low-complexity wireless ambulatory human locomotion tracking system that provides a high ranging accuracy (intersensor distance) suitable for the assessment of clinical gait analysis using wearable ultra wideband (UWB) transceivers. The system design and transceiver performance are presented in additive-white-gaussian noise and realistic channels, using industry accepted channel models for body area networks. The proposed system is theoretically capable of providing a ranging accuracy of 0.11 cm error at distances equivalent to interarker distances, at an 18 dB SNR in realistic on-body UWB channels. Based on real measurements, it provides the target ranging accuracy at an SNR = 20 dB. The achievable accuracy is ten times better than the accuracy reported in the literature for the intermarker-distance measurement. This makes it suitable for use in clinical gait analysis, and for the characterization and assessment of unstable mobility diseases, such as Parkinson's disease.

摘要

在本文中,我们提出并研究了一种低成本、低复杂度的无线动态人体运动跟踪系统,该系统使用可穿戴超宽带(UWB)收发器,提供适用于临床步态分析评估的高精度测距(传感器间距离)。利用针对人体区域网络的业界公认信道模型,在加性高斯白噪声和实际信道中给出了系统设计和收发器性能。所提出的系统理论上能够在实际人体UWB信道中,在信噪比为18 dB时,在与标记间距离相当的距离上提供误差为0.11 cm的测距精度。基于实际测量,在信噪比 = 20 dB时它能达到目标测距精度。可实现的精度比文献中报道的标记间距离测量精度高出十倍。这使得它适用于临床步态分析,以及用于不稳定运动疾病(如帕金森病)的特征描述和评估。

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