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04-BS-5 · May 2014

Question 3 of 7: Fourier Transform of a Trapezoidal Pulse

Nivaar worked solution (AI-drafted; not reviewed by a licensed engineer)

Notes on this paper

National Exams — May 2014 — 04-BS-5 Advanced Mathematics. Three-hour, closed-book exam (one double-sided 8.5"×11" aid sheet permitted; approved Casio/Sharp calculator allowed). Format: seven questions of equal value (20 marks each, with internal splits as marked); any five constitute a complete paper and only the first five appearing in the answer book are marked. All seven are solved below for completeness.

Reference texts: Kreyszig, Advanced Engineering Mathematics (10th ed., Wiley) — Sturm–Liouville eigenproblems, Fourier series and the Fourier transform (Ch. 11), least-squares curve fitting, Lagrange/Newton interpolation, Romberg integration, and root-finding by bisection/Newton/fixed-point iteration (Ch. 19), Cholesky factorization (Ch. 20); Strang, Introduction to Linear Algebra (6th ed., Wellesley-Cambridge) — symmetric positive-definite systems and Cholesky factorization.

Question 3: Fourier Transform of a Trapezoidal Pulse (20 marks)

Question text not reproduced: the examination questions are © Engineers and Geoscientists BC. Open the official past paper (linked at the top of this page) to read the question, then follow the worked solution below.

Given. The even, continuous trapezoidal pulse $f(x)$: unit plateau on $[-1,1]$, linear ramps down to zero on $[-2,-1]$ and $[1,2]$, zero outside $[-2,2]$; the transform convention $F(\omega)=\frac{1}{\sqrt{2\pi}}\int_{-\infty}^{\infty}f(x)e^{-i\omega x}\,dx$.

Find. $F(\omega)$ for all $\omega$.

f(x): trapezoidal pulse (official Q3)-3-2.2-1.5-0.7500.751.52.23-0.20.120.440.761.11.4xf(x)
The trapezoidal pulse f(x): a unit-height plateau on |x|≤1 ramping linearly to zero at |x|=2.

Approach. $f$ is even, so the transform reduces to a real cosine integral, $F(\omega)=\dfrac{2}{\sqrt{2\pi}}\int_0^2f(x)\cos(\omega x)\,dx$; split the integral at the corner $x=1$ (plateau vs. ramp) and integrate the ramp piece by parts.

  1. Use evenness to drop the imaginary (sine) part. $\sin(\omega x)$ is odd and $f$ is even, so their product integrates to zero over $[-2,2]$: $$F(\omega)=\frac{1}{\sqrt{2\pi}}\int_{-2}^{2}f(x)e^{-i\omega x}\,dx=\frac{2}{\sqrt{2\pi}}\int_0^{2}f(x)\cos(\omega x)\,dx$$
  2. Integrate the plateau, $x\in[0,1]$. $$\int_0^1 1\cdot\cos(\omega x)\,dx=\frac{\sin\omega}{\omega}$$
  3. Integrate the ramp, $x\in[1,2]$, by parts. With $u=2-x,\,dv=\cos(\omega x)dx$, $$\int_1^2(2-x)\cos(\omega x)\,dx=\frac{\cos\omega-\cos2\omega}{\omega^2}-\frac{\sin\omega}{\omega}$$
  4. Add the two pieces — the $\sin\omega/\omega$ terms cancel exactly. $$\int_0^2f(x)\cos(\omega x)\,dx=\frac{\sin\omega}{\omega}+\left[\frac{\cos\omega-\cos2\omega}{\omega^2}-\frac{\sin\omega}{\omega}\right]=\frac{\cos\omega-\cos2\omega}{\omega^2}$$
  5. Assemble $F(\omega)$ and check the removable point $\omega=0$. $$\boxed{F(\omega)=\sqrt{\dfrac{2}{\pi}}\;\dfrac{\cos\omega-\cos2\omega}{\omega^2}\quad(\omega\ne0)}$$ As $\omega\to0$, l'Hopital (or the Taylor expansion of the two cosines) gives the removable value $F(0)=\tfrac32\sqrt{2/\pi}$, which equals $\sqrt{2/\pi}$ times the area under $f$ (the plateau area 1 plus the two half-triangle ramps, total $3/2$) — a useful check.
Fourier transform of the trapezoidal pulse
QuantityValue
F(ω), ω≠0√(2/π) · (cosω − cos2ω)/ω²
F(0) (removable)(3/2)√(2/π) ≈ 1.1968