This paper compares the two different types of decomposition of ECG signal. The two types of decomposition used are Empirical Mode Decomposition (EMD) and Discrete Cosine Transform (DCT) based decomposition. The performance evaluation of these two decomposition is done on the basis of Compression Ratio (CR) and Percent Root Mean Square difference (PRD).