I am aware that there are different ways to represent a continuous time system in discrete domain (e.g. bilinear transform, impulse invariance transform).

But my problem is as follows: Given an arbitrary LTI system $h_c(t)$, its output is given as $y(t) = (x * h_c)(t)$.

Now suppose $x(t)$ is given as:

$$ x(t) = \sum_{n=-\infty}^{\infty} x[n] \operatorname{sinc}\left(\frac{t-n T}{T}\right) $$

i.e., Whittaker interpolation formula. I can then write a discrete-time system:

$$ y[n] = \sum_{q=-\infty}^{\infty} h[q] x[n-q] , $$

such that $y[n]$ is identical to $y(n T)$.

My question: What is the relation between $h[n]$ and $h_c(t)$?

There must be an exact one and it is neither given by impulse invariance nor bilinear transform. I am aware that when $H_c(f)$ is bandlimited to $1/(2B)$, the answer is just impulse invariance transform, i.e., $h[n] = h_c(nT)$. If this is not satisfied, it will result in aliasing but this should not prevent such a relationship from existing.


1 Answer 1


The sequence $h[n]$ consists of samples of a low pass filtered version of $h_c(t)$. Define that low pass filtered impulse response as




The output signal is

$$\begin{align}y(t)&=(x\star h_c)(t)\\&=\int_{-\infty}^{\infty}x(t-\tau)h_c(\tau)d\tau\\&=\int_{-\infty}^{\infty}\sum_{k=-\infty}^{\infty}x[k]\frac{\sin(\pi(t-kT-\tau)/T)}{\pi(t-kT-\tau)/T}h_c(\tau)d\tau\\&=\sum_{k=-\infty}^{\infty}x[k]\int_{-\infty}^{\infty}h_c(\tau)\frac{\sin(\pi(t-kT-\tau)/T)}{\pi(t-kT-\tau)/T}d\tau\\&=\sum_{k=-\infty}^{\infty}x[k]\tilde{h}_c(t-kT)\tag{3}\end{align}$$

Consequently, we have


This results is also obvious from the fact that $(x\star h_c)(t)=(x\star\tilde{h}_c)(t)$ must hold, because $x(t)$ is band-limited. And since $\tilde{h}_c(t)$ is also band-limited, we can simply take samples from $x(t)$ and $\tilde{h}_c(t)$ to obtain the result.


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