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Undergraduate · Advanced · 16 minute lesson

Separate periodic signals by orthogonality

Use a full-period integral to distinguish different harmonic modes.

Lesson 41 of 100 in Undergraduate. Take the time you need; the lesson estimate is a guide.

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01 · Read and understand

What you will learn

  • Use a full-period integral to distinguish different harmonic modes.
  • Justify the conclusion "The integral is zero" using the stated assumptions.

Before you start

Integration and trigonometric product identities.

Keep paper nearby. Read the question once for the context, then again to identify what is known and what you need to find.

Start with a question

Evaluate ∫₀^(2π) sin x sin 2x dx.

Why this math matters

Use a full-period integral to distinguish different harmonic modes. This worked micro-lesson connects a precise mathematical condition to a conclusion you can check. The transfer task asks you to change the setting and decide which parts of the reasoning still apply.

An advanced mathematics workspace with geometric models and research notes
Make a representation of your own.Sketch the quantities or relationships in this question before working through the solution. The cover image sets the learning scene; it does not show this problem’s exact values.

Set up the model

A useful answer starts with clear assumptions:

  • The interval is exactly one full period of the integer modes.
  • Angles use radians.

02 · Work through the example

Follow the reasoning, one step at a time.

Try to predict the next step before reading it. After each calculation, explain why the operation makes sense and how it helps answer the original question.

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Work through it with Amar

See this example unfold.

The complete worked example, one idea at a time.

Text-led walkthrough · no audioAmar’s portrait was edited with AI.

Separate periodic signals by orthogonality

Paused

Question: Start with the question. Paused.

Question

Start with the question

Evaluate ∫₀^(2π) sin x sin 2x dx.

Before you calculate

Read what is known and what you need to find. Make a prediction before moving to the first calculation.

Starts paused. Play advances through the full text at a reading pace; pause whenever you need more time. Previous, Next, and the phase buttons let you set your own pace. Playback pauses when this walkthrough leaves the screen or you switch tabs.

Your device’s reduced-motion setting keeps each phase still. Manual controls remain available. The full written solution stays below.

  1. Build the model

    sin x sin 2x=[cos x−cos 3x]/2

    The product-to-sum identity converts the mixed product into complete harmonics.

  2. Work through the mathematics

    ∫₀^(2π)cos(kx)dx=0 for nonzero integer k

    Each sine antiderivative returns to its starting value after the full period.

  3. Check the conclusion

    The integral is zero

    Distinct sine modes are orthogonal under the full-period inner product, even though neither signal is identically zero.

The result

The integral is zero

Distinct sine modes are orthogonal under the full-period inner product, even though neither signal is identically zero.

Common mistakes to catch

  • Orthogonal functions need not be zero at the same points.
  • A normalization coefficient matters when extracting Fourier amplitudes.

03 · Practice independently

Try it before revealing the answer.

Use paper or a calculator as needed. Write your units and reasoning, then open the hint or explanation to check your approach.

Practice 1

Evaluate ∫₀^(2π)sin²x dx.

Show a hint

Use sin²x=(1−cos 2x)/2.

Reveal answer and explanation

π

The constant term contributes π and the oscillating term cancels.

Practice 2

Would a partial-period integral necessarily vanish?

Show a hint

Full-cycle cancellation may be lost.

Reveal answer and explanation

No

Orthogonality depends on the specified interval and inner product.

Take the idea with you

Extract one frequency component from an ideal periodic measurement.

04 · Reflect and continue

Can you explain it in your own words?

Before moving on, explain the main idea without looking at the worked example. Try both practice questions, check your reasoning, and name one mistake you now know how to avoid. Return to a step if you still need support.

Next lesson

Up next: Resolve four samples into discrete frequency components

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