Outline

Introduction

Application examples of tai-chi

Solutions

Principle

The LPM method is following a few steps below:

  1. Initilisation stage
    1. Vibration generated by finger tapping
    2. Signal conditioning
    3. A/D conversion
    4. Acquisition of template signals
  2. Comparison
    1. Compare the new signal with the recorded templates
    2. Correlation coefficient is used to determine the level of similarity

 

Experiment


 

 

Compare difference sampling rates

The same signal pattern with three different sampling rates. 

zj_samplingrate

 

 

Analysis 1

a. Correlation coefficients distribution when sampling rate is 1kHz.

b. Standard deviations of correlation coefficients with sampling rates from 1 KHz to 31 KHz.

 

Compare differente resolutions

The same signal pattern is digitilised with different resolutions: 16bit, 12bit and 8bit. 

Analysis 2

a. Correlation coefficient distribution when digitisation resolution = 8 bits

b. Standard deviation of correlation coefficients with digitisation resolution levels between 8 and 16 bits.

 

Compare different sample lengths

Three recorded acoustic signal patterns with different signal lengths.

 

Analysis 3

a. Correlation coefficient distribution when sample length = 5 ms

b. Standard deviation of correlation coefficients with sample lengths from 5 ms to 60 ms.

 

Demonstration

Please click on the links below to see the video demonstration.

hobdemo

 

Demonstration

Please click on the links below to see the video demonstration.

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