Research Article

Short-Time Fourier Transform and Decision Tree-Based Pattern Recognition for Gas Identification Using Temperature Modulated Microhotplate Gas Sensors

Table 8

The optimal feature combination selected by GA and the recognition accuracy for the sinusoidal waveform (%).

Window functionFeature selectedAccuracy (%)

Boxcar100

Triangle100
100
100

Hamming100
100
100

Hann100
100

Blackman100
100

Taylor100
100

Gaussian100
100
100

Tukey100
100
100