Practical skill-building

Fourier Practice Set

Use these 10 problems to prep for quizzes, labs, and interviews. Each question includes a short hint to keep you moving.

Problems

1. FFT Peak Detection

Given samples from a 1000 Hz system, identify the dominant frequency from the FFT bins. Hint: frequency resolution is fs/N.

2. Aliasing Diagnosis

A 900 Hz tone sampled at 1 kHz appears as what frequency? Hint: fold around Nyquist.

3. Window Choice

For leakage reduction in short signals, compare rectangular and Hann windows. Hint: think sidelobes.

4. Magnitude vs Phase

Two signals have same magnitude spectrum but different phase. How can waveforms differ?

5. Filter Selection

Choose a filter to remove 60 Hz hum while preserving speech content.

6. Convolution Meaning

Explain what convolution means physically for an LTI system impulse response.

7. Spectrogram Interpretation

Describe what it means when harmonics spread over time in a spectrogram.

8. Sampling Design

Select minimum sampling rate for a band-limited signal up to 3.2 kHz.

9. Frequency Bin Math

For N=256, fs=2048 Hz, what frequency is bin 37?

10. Real-World Debug

Your FFT shows unexpected low-frequency energy. List three likely causes and test steps.