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Polyphase matrix : ウィキペディア英語版
Polyphase matrix
In signal processing, a polyphase matrix is a matrix whose elements are filter masks. It represents a filter bank as it is used in sub-band coders alias discrete wavelet transforms.〔

If \scriptstyle h,\, g are two filters, then one level the traditional wavelet transform maps an input signal \scriptstyle a_0 to two output signals \scriptstyle a_1,\, d_1, each of the half length:
:\begin
a_1 &= (h\cdot a_0) \downarrow 2 \\
d_1 &= (g\cdot a_0) \downarrow 2
\end
Note, that the dot means polynomial multiplication; i.e., convolution and \scriptstyle\downarrow means downsampling.
If the above formula is implemented directly, you will compute values that are subsequently flushed by the down-sampling. You can avoid their computation by splitting the filters and the signal into even and odd indexed values before the wavelet transformation:
:\begin
h_} &=& a_0 \downarrow 2 \\
h_} &=& (a_0 \leftarrow 1) \downarrow 2
\end
The arrows \scriptstyle\leftarrow and \scriptstyle\rightarrow denote left and right shifting, respectively. They shall have the same precedence like convolution, because they are in fact convolutions with a shifted discrete delta impulse.
:\delta = (\dots, 0, 0, \underset, 0, 0, \dots)
The wavelet transformation reformulated to the split filters is:
:\begin
a_1 &= h_} +
h_} \rightarrow 1 \\
d_1 &= g_} +
g_} \rightarrow 1
\end
This can be written as matrix-vector-multiplication
:\begin
P &= \begin
h_} \rightarrow 1 \\
g_} \rightarrow 1
\end \\
\begin a_1 \\ d_1 \end &= P \cdot
\begin
a_}
\end
\end
This matrix \scriptstyle P is the polyphase matrix.
Of course, a polyphase matrix can have any size, it need not to have square shape. That is, the principle scales well to any filterbanks, multiwavelets, wavelet transforms based on fractional refinements.
== Properties ==

The representation of sub-band coding by the polyphase matrix is more than about write simplification. It allows the adaptation of many results from matrix theory and module theory. The following properties are explained for a \scriptstyle 2 \,\times\, 2 matrix, but they scale equally to higher dimensions.

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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