Fourier Series — Question 9

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Question 9

For real a,ba,b, a modulated waveform is sa,b(x)=(1+acos⁡x)cos⁡3x+bsin⁡xsin⁡3x.s_{a,b}(x)=(1+a\cos x)\cos 3x+b\sin x\sin 3x. Use a 2π2\pi Fourier expansion, and define average power as (2π)−1∫02πsa,b2(2\pi)^{-1}\int_0^{2\pi}s_{a,b}^2.

Tasks

  1. Derive the complete Fourier spectrum using product identities. Identify the frequencies surrounding the carrier frequency 33.

  2. Recover a,ba,b from measured cosine coefficients C2,C4C_2,C_4. Determine all choices canceling the frequency-44 term while leaving a prescribed frequency-22 coefficient dd.

  3. For d=1/2d=1/2 with frequency 44 canceled, find the fundamental period. Prove minimality even though the frequency-11 coefficient is zero.

  4. Compute the average power for general a,ba,b, then for this special case. Prove a sharp global bound on the special waveform’s absolute value and identify points where equality holds.

Original worksheet page 1: question and worked solution for 8-6-009
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Question 9 – Solution

Strategy. Resolve the products into actual harmonics before inferring frequency content, period or energy.

Step 1: Resolve the two products. The identities cos⁡xcos⁡3x=(cos⁡2x+cos⁡4x)/2\cos x\cos 3x=(\cos 2x+\cos 4x)/2 and sin⁡xsin⁡3x=(cos⁡2x−cos⁡4x)/2\sin x\sin 3x=(\cos 2x-\cos 4x)/2 give sa,b(x)=cos⁡3x+a+b2cos⁡2x+a−b2cos⁡4x.\boxed{s_{a,b}(x)=\cos 3x+\frac{a+b}{2}\cos 2x+\frac{a-b}{2}\cos 4x.} The mean and every sine coefficient are zero. The neighboring frequencies, often called sidebands, are 22 and 44, not frequency 11 from the modulation alone.

Step 2: Invert the coefficient measurements. The linear equations give a=C2+C4,b=C2−C4.\boxed{a=C_2+C_4,\qquad b=C_2-C_4.} Requiring C4=0C_4=0 and C2=dC_2=d fixes a=b=da=b=d uniquely. The two modulation terms reinforce the lower frequency and cancel the upper frequency when their amplitudes agree.

Step 3: Establish the least period. For d=1/2d=1/2 the signal is s=cos⁡3x+12cos⁡2xs=\cos 3x+\tfrac 12\cos 2x. If T>0T>0 is a period, translating this finite expansion and using orthogonality forces 3T3T and 2T2T each to be integer multiples of 2π2\pi. Subtracting gives TT an integer multiple of 2π2\pi. Conversely 2π2\pi works. Thus the fundamental period is 2π\boxed{2\pi}. A nonzero first harmonic is sufficient for this period in a 2π2\pi polynomial, but is not necessary: frequencies 22 and 33 already enforce it.

Step 4: Measure power and peak amplitude. Orthogonality gives P=12(1+(a+b)24+(a−b)24)=12+a2+b24.\boxed{P=\frac 12\left(1+\frac{(a+b)^2}{4}+\frac{(a-b)^2}{4}\right) =\frac 12+\frac{a^2+b^2}{4}.} At a=b=1/2a=b=1/2, P=5/8P=5/8. Also |s|≤|cos⁡3x|+12|cos⁡2x|≤3/2|s|\leq|\cos 3x|+\tfrac 12|\cos 2x|\leq 3/2, with equality at x=2kπx=2k\pi. For negative equality both cosines would have to be −1-1; the equations 3x=(2j+1)π3x=(2j+1)\pi, 2x=(2k+1)π2x=(2k+1)\pi are incompatible by parity. Positive equality requires both to be 11, giving exactly x=2kπx=2k\pi.

Original worksheet page 2: question and worked solution for 8-6-009

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