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| | #1 |
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I'm approximating a square wave using a Fourier series. I need to determine the power of error by using Parseval's theorem. The problem is that I don't understand the connection between power of error and Parseval's theorem. Can anyone explain this? BTW, here is a graph of what I'm doing (in Maple). | |
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| | #2 |
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1 out of 1 members found this post helpful.
You know that ∫|y(t)|² = ∫|Y(f)|². So, if you calculate the square wave power on time domain you are going to have the actual power from the signal. As the Fourier transform of the signal gives you infinite coefficients (an and bn) you won't be able to use them all, so you need to limit the coefficients, let's say, to the 10th harmonic. 10 << ∞, so you are going to have an error. So, the |error power| is the |actual power - calculated coefficients power|. | |
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| | #3 | |
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![]() This should represent the average power but it seems too small...is this actually the power in the error? Here is the original function which I made the Fourier series expansion of: | ||
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| | #4 |
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1 out of 1 members found this post helpful.
Ok. Let's take a square wave, of 0.5Vp with 0.5 offset. (It will look like your rect pulse). With f = 0.5 Hz. Duty = 50%. The normalized average power is 1/2 * 1^2 = 1/2 W. Ok. If we make the fourier transform of a periodic signal. We'll find that |Cn|=|F(f)|*δ(f-nf0 ) ∀ -∞<n<∞. where f0 is the first harmonic, and the F(f) is the fourier integral of the aperiodic signal. We know that the F{0.5*rect(t)} = 0.5*sinc(f) if f0 = 0.5 Hz, then we are going to have harmonics at 0.5 Hz, 1.5 Hz, 2.5 Hz, 3.5 Hz, 4.5 Hz... and so on. And a DC component. So to get the Fourier coefficient at a given frequency we do this calc: F(nf0) = 0.5*sinc(nf0) And we are going to have these: (2* because we have negatives and positives n) 0 Hz = 0.5V 2*0.5 Hz = 0.6366 V 2*1.5 Hz = 0.2122 V 2*2.5 Hz = 0.1273 V 2*3.5 Hz = 0.0909 V 2*4.5 Hz = 0.0707 V Since each coefficient is a sine wave amplitude (except for the DC), we can calculate the avg. power using the P = A²/2 relation: DCpower = 0.5² = 0.25W 1st = 0.6366²/2 = 0.2026W 3rd = 0.2122²/2 = 0.0225W 5th = 0.1273²/2 = 0.0081W 7th = 0.0909²/2 = 0.0041W 9th = 0.0707²/2 = 0.0024W Power = ∑ of those = 0.4897 W Could you see the Parseval there? First I calculated the squarewave power, so that would be ∫f²(t) dt. Then I calculated part of the discreete integral of the frequency domain function: 1/2 * ∑ F(nf0)² [-∞<n<∞] But we know that ∫g(t)² = ∫G(f)², and we didn't find that, because: 0.5W ≠ 0.4897W, so we have an error there. | |
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| | #5 |
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So here is what I've got, complete with the original question and my answers. Do you think it's logical? Problem: ![]() Answer: ![]() ![]() | |
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| Tags |
| error, parseval, power, theorem |
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