Difference between revisions of "HW2-A Sean Ray ECE301Fall2008mboutin" - Rhea

Latest revision as of 07:01, 12 September 2008

Part 1: DT Signals From one CT Signal

In this example, I will use the CT signal I demonstrated in homework 1.4, $ sin(x) $, to create two DT signals. One signal will be periodic, and the other will not.

Here is the original function, $ sin(x) $

There is very little chance of accidentally getting a periodic DT signal from $ sin(x) $. Choosing some arbitrary number, we will sample $ sin(x) $ at $ \frac{e}{2} $, giving us $ x[n]=sin(\frac{e}{2}n) $. The graph of this function looks like this:

Taking out the original function $ sin(x) $, we can see that there is no pattern to the function with a sample rate of $ \frac{e}{2} $, meaning the function is not periodic.

Now, let's replace that $ \frac{e}{2} $ with $ \frac{\pi}{2} $ and see if we can come up with a periodic function.

Above is the function $ x[n]=sin(\frac{\pi}{2}n) $, and if you can't see the pattern, below is the function without the underlying CT function $ sin(x) $.

As you can see from the above graph, there is a clear pattern in the function $ x[n]=sin(\frac{\pi}{2}n) $, meaning that it is periodic.

Part 2: Periodic Signal from a Non-Periodic Signal

As seen in Part 1, depending on the interval, even a periodic CT signal can be rendered non-periodic, depending on the situation. Now, we will take a non-periodic signal and make it periodic.

To do this, all you have to do is take the sum of an infinite number of copies of the non-periodic signal. In equation form,

$ \sum{x(t+kT)} $ for CT (eq 1)

or

$ \sum{x(n+kN)} $ for DT (eq 2)

As an example, we will use my example of a non-periodic signal from homework 1.4, $ log(x) $.

$ log(x) $ looks like this:

...clearly non-periodic because it grows to infinity. However, using an arbitrary k of 10 in eq 1 from above, we end up with this graph:

You can now clearly see the periodicity of this function, $ \sum{x(t+10T)} $.