User:Tjhuston225/Multidimensional Signal Processing: Difference between revisions

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== Filtering ==
{{main|Filter (signal processing)}}
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Sample 1_D.bmp|In the above, a 1-D prototype, band-pass filter is defined.
Sample 2-D.jpg|The above is a 2-D filter, defined by a 1-D prototype and a mapping function.
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Filtering is an important part of any signal processing application. Similar to typical single dimension signal processing applications, there are varying degrees of complexity within filter design for a given system. M-D systems utilize [[digital filters]] in many different applications. The actual implementation of these m-D filters can pose a design problem depending on whether the multidimensional polynomial is factorable<ref name="dudmer83_2"/>. Typically, a [[prototype]] filter is designed in a single dimension and that filter is [[extrapolate|extrapolated]] to m-D using a [[map (mathematics)|mapping function]]<ref name="dudmer83_2"/>. Both [[FIR]] and [[IIR]] filters can be utilized in this manner, depending on the application.