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Downsampling in engineering is a distinguished term used for the process of sample elimination without following the lowpass-filtering signal procedure. This process reduces the sampling rate of a signal and converts it into a multi-rate digital signal processing system.
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Decimation factor:
Downsampling, also known as decimation, in general, is the process to decrease the data size. Decimation can be done using two factors:
One is by integer:
Sampling rate can be reduced using an integer. A two step method can be used for explanation. However, both will have anequal implementation based on efficiency.
- The filtered signal is downsampled by the integer. If the integer is considered as N, then every N-th sample will be considered.
- Using a digital lowpass filter, high frequency signal components can be reduced.
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Aliasing
This term refers to the effect in signal that causes them to become indistinguishable. Aliasing is basically a form of distortion of signal.
Sometimes, in the process of downsampling, or decimation, suppressing aliasing to an acceptable extent is necessary. The filter used in this application is called anti-aliasing filter. The structure and functioning of an anti-aliasing filter need to be explained using graphical examples. Avail our downsampling assignment help service to learn all these areas of engineering.
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