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Assume i have a discrete signal, which i want to up-sample by factor 100. Up-sampling using poly-phase algorithm sounds like a bad idea, in terms of cache low-efficiency due to low space-locality of the data.

Do you have any suggestions?

Thanks,

Itay

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  • $\begingroup$ i have absolutely no idea what is meant by "low space-locality of the data". and having done bandlimited sample interpolation for a variety of different applications, i have little idea what's wrong with using the normal polyphase FIR interpolation. it's about the most efficient method if you want phase-linearity or "reversibility" (i.e. the interpolation result is the same whether you do it in the forward or backward direction). $\endgroup$ – robert bristow-johnson Aug 31 '14 at 17:57
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Upsampling by 100 can be factored into upsampling by 2X, 2X, 5X and 5X for each output block (output blocks sized to be data cache resident), thus requiring a smaller phase table for each FIR interpolation kernel.

Some output points may either need to be overlapped across blocks or re-calculated, depending on computation speed vs cache load latency.

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You can use a multirate structure where the stages have increasingly wider transition bands. This is very close to the situation answered in another question

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