This article considers filter banks for subband coding of discrete time electrocardiogram (ECG) signals. Two parallel FIR filter banks are optimized and compared with a classic tree-structured filter bank. The new filter banks give a decrease in signal distortion from 0.6 to 0.8% PRD compared to the reference filter bank.