Riviere C N, Reich S G, Thakor N V
Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.
J Neurosci Methods. 1997 Jun 6;74(1):77-87. doi: 10.1016/s0165-0270(97)02263-2.
A new computational method for quantification of tremor, the weighted frequency Fourier linear combiner (WFLC), is presented. This technique rapidly determines the frequency and amplitude of tremor by adjusting its filter weights according to a gradient search method. It provides continual tracking of frequency and amplitude modulations over the course of a test. By quantifying time-varying characteristics, the WFLC assists in correctly interpreting the results of spectral analysis, particularly for recordings exhibiting multiple spectral peaks. It therefore supplements spectral analysis, providing a more accurate picture of tremor than spectral analysis alone. The method has been incorporated into a desktop tremor measurement system to provide clinically useful analysis of tremor recorded during handwriting and drawing using a digitizing tablet. Simulated data clearly demonstrate tracking of variations in frequency and amplitude. Clinical recordings then show specific examples of quantification of time-varying aspects of tremor.
提出了一种用于量化震颤的新计算方法——加权频率傅里叶线性组合器(WFLC)。该技术通过根据梯度搜索方法调整其滤波器权重来快速确定震颤的频率和幅度。它在测试过程中提供对频率和幅度调制的持续跟踪。通过量化随时间变化的特征,WFLC有助于正确解释频谱分析的结果,特别是对于呈现多个频谱峰值的记录。因此,它补充了频谱分析,提供了比单独的频谱分析更准确的震颤情况。该方法已被纳入桌面震颤测量系统,以对手写和使用数位板绘图时记录的震颤进行临床有用的分析。模拟数据清楚地展示了对频率和幅度变化的跟踪。临床记录随后展示了震颤随时间变化方面量化的具体示例。