Signal

How to describe correlated noise after the signal is oversampled?

How to describe correlated noise after the signal is oversampled?
  1. What happens when the sampling frequency is too high?
  2. What happens when a signal is oversampled?
  3. Does oversampling increase noise?
  4. What will happen if we oversample or undersample an analog signal while transmitting to digital signal?

What happens when the sampling frequency is too high?

If the rate of samples is too high the system may not be able to process them fast enough - it runs out of processing time.

What happens when a signal is oversampled?

Oversampling increases the density of samples, with the hope that some of the (newly calculated) additional samples will be near the peaks of the signal. These additional sample values can be used to make an improved estimate of the peak signal level.

Does oversampling increase noise?

Oversampling Description

As a general guideline, oversampling the ADC by a factor of four provides one additional bit of resolution, or a 6 dB increase in dynamic range. Increasing the oversampling ratio (OSR) results in overall reduced noise and the DR improvement due to oversampling is ΔDR = 10log10 (OSR) in dB.

What will happen if we oversample or undersample an analog signal while transmitting to digital signal?

Oversampling unnecessarily increases the ADC output data rate and creates setup and hold-time issues, increases power consumption, increases ADC cost and also FPGA cost, as it has to capture high speed data.

Reducing or removing autocorrelation in spatially correlated data
Why is spatial autocorrelation a problem?How do you address spatial autocorrelation?What is spatial autocorrelation between two variables?What is spa...
How to implement cross-correlation for 2 Images in c++ [duplicate]
How does cross-correlation work in image processing?How do you find the cross-correlation of two sequences?What is the correct way to perform cross-c...
Relation between height of peaks of DFT and (continuous) FT
How is DFT related to FFT?What is the relation between DFT and IDFT?What is the relationship between sampling frequency and FFT?How does the length o...