Toward a Highly Accurate Ambulatory System for Clinical Gait Analysis via UWB Radios

被引:39
作者
Shaban, Heba A. [1 ,3 ]
Abou El-Nasr, Mohamad [2 ,3 ]
Buehrer, R. Michael [3 ,4 ]
机构
[1] Virginia Polytech Inst & State Univ, VT MENA, Arab Acad Sci & Technol, Alexandria 1029, Egypt
[2] Arab Acad Sci & Technol, Dept Comp Engn, Alexandria 1029, Egypt
[3] Wireless Virginia Tech Res Grp, Blacksburg, VA 24061 USA
[4] Virginia Polytech Inst & State Univ, Bradley Dept Elect & Comp Engn, Blacksburg, VA 24061 USA
来源
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE | 2010年 / 14卷 / 02期
关键词
Body area network (BAN); gait analysis; ultra wideband (UWB); wireless wearable systems; RELIABILITY;
D O I
10.1109/TITB.2009.2037619
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:284 / 291
页数:8
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