- 2078 Baisakh · 4 marks
Periodic signal whose Fourier series fails
"Even if a signal is periodic, its Fourier series might not exist." Justify the statement using three different examples.
A periodic signal has a Fourier series that converges to it only if it meets the Dirichlet conditions over one period: (1) absolutely integrable, (2) finite number of maxima and minima, (3) finite number of finite discontinuities. Periodicity alone is not enough. Three periodic signals (period ) that each break one condition:
Example 1: not absolutely integrable
The coefficients are not finite, so the series does not exist.
Example 2: infinite number of maxima and minima
It is bounded and absolutely integrable (), so its coefficients can be computed. But as it oscillates infinitely fast, giving infinitely many maxima and minima in one period, so the series is no longer guaranteed to converge to .
Example 3: infinite number of discontinuities
A staircase signal over that equals 1 on , on , on , and so on (each step half the height and half the length of the previous one), repeated every 1 s.
It is bounded and , but it has an infinite number of discontinuities within one period, so it violates the third condition and convergence of its series to is not guaranteed.
| Example | Condition violated |
|---|---|
| on | absolute integrability |
| finite maxima/minima | |
| halving staircase | finite discontinuities |
So even though all three are periodic, a proper Fourier series representation is not guaranteed: for the first signal the coefficients do not even exist, and for the other two the series is not guaranteed to converge to the signal. Such signals are mathematical curiosities; practical signals usually meet the Dirichlet conditions.
✓ Answer checked by Claude Opus 5.5 (high effort)
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