Application of Empirical Mode Decomposition and Support Vector Machine for the Classification of Arc Fault in Distribution Line

2021 ◽  
pp. 385-393
Author(s):  
Himadri Lala ◽  
Subrata Karmakar
Keyword(s):  
Support Vector Machine ◽  
Empirical Mode Decomposition ◽  
Support Vector ◽  
Mode Decomposition ◽  
Distribution Line

scholarly journals sEMG based Classification of Hand Gestures using EMD Algorithm and its Application on Control System

2019 ◽  
Vol 8 (11S) ◽  
pp. 1103-1105
Keyword(s):  
Support Vector Machine ◽  
Control System ◽  
Empirical Mode Decomposition ◽  
Time Domain ◽  
Support Vector ◽  
Hand Gestures ◽  
Mode Decomposition ◽  
Single Sensor ◽  
Mean Variance

Single sensor is employed for classifying four hand gestures from flexor carpum ulnaris. The first three IMFs that are obtained as a result of Empirical Mode Decomposition are taken into consideration. Time domain features like mean, variance, skewness, etc are taken for each IMFs. Support Vector Machine was used for classification task and the extracted model is used for making predictions

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