We improve dictionary learning algorithm for vector quantization of ECG.
The algorithm is employed to extract feature of ECG.
The algorithm can avoid interference from dirty data.
The algorithm is capable of increasing classification accuracy.
An initial cluster centers selecting method is utilized to speed up the algorithm.