Periodic Functions & Orthogonal Functions — Question 2

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Question 2

Consider a signal with incommensurate frequencies: f(x)=cos⁡x+cos⁡(2x).f(x)=\cos x+\cos(\sqrt 2\,x). A graph over a long interval may suggest repeated patterns without establishing an exact period. Recall that 2\sqrt 2 is irrational.

Tasks

  1. Show that f(x)≤2f(x)\leq 2 and determine every point where equality holds. Use this to prove that ff has no positive period.

  2. For a second proof, apply D2+2D^2+2 to ff, where D=d/dxD=d/dx. Explain why a period of a smooth function is also a period of this derivative combination, and derive a contradiction.

  3. Set T=140πT=140\pi. Prove a uniform bound on |f(x+T)−f(x)||f(x+T)-f(x)| using 992−2⋅702=199^2-2\cdot 70^2=1 and |cos⁡(u+v)−cos⁡u|≤|v||\cos(u+v)-\cos u|\leq|v|.

  4. Decide whether this small uniform discrepancy makes TT an exact period. Contrast the result with h(x)=cos⁡x+cos⁡(3x/2)h(x)=\cos x+\cos(3x/2), and determine the fundamental period of hh.

Original worksheet page 1: question and worked solution for 8-3-002
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Question 2 – Solution

Strategy. Distinguish exact simultaneous phase return from a uniformly small phase mismatch.

Step 1: Use the exact maximum. Each cosine is at most one. Equality f(x)=2f(x)=2 requires x=2πmx=2\pi m and 2x=2πn\sqrt 2\,x=2\pi n for integers m,nm,n. Irrationality forces m=n=0m=n=0, so the maximum is attained only at x=0x=0. If T>0T>0 were a period, then f(T)=f(0)=2f(T)=f(0)=2, contradicting this uniqueness.

Step 2: Isolate the frequencies by differentiation. Direct differentiation gives (D2+2)f=cos⁡x(D^2+2)f=\cos x. Differentiating an identity f(x+T)=f(x)f(x+T)=f(x) twice preserves it, so TT would also be a period of cos⁡x\cos x. Subtracting this cosine from ff shows that TT preserves cos⁡(2x)\cos(\sqrt 2x) too. Evaluating both shifted cosines at zero requires T=2πmT=2\pi m and 2T=2πn\sqrt 2T=2\pi n, impossible for positive TT.

Step 3: Bound an approximate return. At T=140πT=140\pi, the first cosine returns exactly. The second phase shift is 2π(702)=2π⋅99−δ2\pi(70\sqrt 2)=2\pi\cdot 99-\delta, where δ=2π(99−702)=2π99+702.\delta=2\pi(99-70\sqrt 2)=\frac{2\pi}{99+70\sqrt 2}. The stated cosine inequality therefore yields supx∈ℝ|f(x+140π)−f(x)|≤2π99+702<0.032.\boxed{\sup_{x\in\mathbb R}|f(x+140\pi)-f(x)|\leq \frac{2\pi}{99+70\sqrt 2}<0.032.}

Step 4: Contrast approximate and exact recurrence. The discrepancy bound is positive and does not make TT a period; Step 1 rules out every positive exact period. For hh, any period must send its value two at zero to another value two. Thus T=2πmT=2\pi m and 3T/2=2πn3T/2=2\pi n, forcing mm even. Conversely 4π4\pi preserves both summands. Hence Th=4π\boxed{T_h=4\pi}, an exact fundamental period.

Original worksheet page 2: question and worked solution for 8-3-002

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