Polyphase Decomposition

The previous section derived an efficient polyphase implementation of an FIR filter $h$ whose output was downsampled by the factor $N$ . The derivation was based on commuting the downsampler with the FIR summer. We now derive the polyphase representation of a filter of any length algebraically by splitting the impulse response $h$ into $N$ polyphase components.