Fourier Series Visualization

ECE 210: Analog Signal Processing — University of Illinois Urbana-Champaign

N = 3
Square Wave: Exhibits odd symmetry ($a_k = 0$) and half-wave symmetry, meaning only odd harmonics ($k=1, 3, 5...$) exist. Notice the Gibbs phenomenon: the ~9% overshoot at the discontinuities never disappears, even as $N \to \infty$. The coefficients decay as $1/k$.

x(t)4πk=1,3,5...N1ksin(kt)
-2π0π−1.5−1−0.500.511.5
Time Domain: Signal vs. Fourier SumTrue SignalFourier Sum (N=3)Time (t)Amplitude x(t)
0102030405000.20.40.60.811.21.4
Frequency Domain: Magnitude Spectrum |c_k|Harmonic Number (k)Magnitude |c_k|