multirate

Interpolation

3.1 Basics

3.1.1 What are "upsampling" and "interpolation"?

"Upsampling" is the process of inserting zero-valued samples between original samples to increase the sampling rate. (This is called "zero-stuffing".) Upsampling adds to the original signal undesired spectral images which are centered on multiples of the original sampling rate.

Resampling

4.1 Basics

4.1.1 What is "resampling"?

"Resampling" means combining interpolation and decimation to change the sampling rate by a rational factor.

Decimation

2.1 Basics

2.1.1 What are "decimation" and "downsampling"?

Loosely speaking, "decimation" is the process of reducing the sampling rate. In practice, this usually implies lowpass-filtering a signal, then throwing away some of its samples.

"Downsampling" is a more specific term which refers to just the process of throwing away samples, without the lowpass filtering operation. Throughout this FAQ, though, we'll just use the term "decimation" loosely, sometimes to mean "downsampling".

Multirate Basics

1.1 What does multirate mean?

Multirate simply means "multiple sampling rates". A multirate DSP system uses multiple sampling rates within the system. Whenever a signal at one rate has to be used by a system that expects a different rate, the rate has to be increased or decreased, and some processing is required to do so.

Multirate FAQ

Multirate DSP is a fundamental technique of Digital Signal Processing. Here, dspGuru provides "Rarely Given Answers" to "Frequently Asked Questions" about the important and mysterious subject of Multirate Digital Signal Processing.

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