1
$\begingroup$

I ve been researching about harmonic distortion and THD. From what i ve seen on the internet, HD is caused by non-linear signal processing. I want to calculate it using an digital signal processor. For this, i suppose i need to compare the distorted signal with the original one.

My question is, is it possible to generate THD in a digital signal only by digital processing? Or i need to cause it in an analogic enviroment then convert to digital for detection?

Cause i ve only found examples of it being caused by analogic processing like amplifiers.

$\endgroup$

1 Answer 1

2
$\begingroup$

You can create non-linear digital systems (an example would be a system that finds the absolute value of the input). You can also simulate an analog non-linear system using DSP. The easiest way is to use a power series. Assuming that the non-linear system you're modeling is time-invariant and memoryless, you can approximate it as follows:

y(t) = a0 + a1*x(t) + a2*x(t).*x(t) + a3*x(t).*x(t).*x(t) + ....

where y(t) is the system output, x(t) is the input, and an are coefficients that depend on the system you're modeling.

As an example, you can do a simple simulation of mild harmonic distortion by setting x(t) equal to the a cosine signal, and setting a1=2, a3=-0.1, and all other coefficients equal to 0. a1 is the system gain, and a3 is the non-linear gain. By setting a3 to larger negative values, you increase the nonlinear effect -- you can think of it as an amplifier getting closer to saturation.

If you plot the spectra of x(t) and y(t), you'll clearly see harmonic distortion occuring.

$\endgroup$

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service and acknowledge you have read our privacy policy.

Not the answer you're looking for? Browse other questions tagged or ask your own question.