Difficulty: Easy
Correct Answer: A-1, B-4, C-2, D-3
Explanation:
Introduction / Context:
Each Fourier representation pairs a class of signals with characteristic spectra. Knowing whether the spectrum is discrete or continuous, and periodic or aperiodic, helps choose the right tool for analysis and implementation (e.g., spectral lines vs. continuous bands).
Given Data / Assumptions:
Concept / Approach:
We map as follows: FS → discrete, periodic spectrum (sums of harmonics); FT → continuous, aperiodic spectrum; DTFT → continuous spectrum periodic in frequency (period 2π in rad/s); DFT → discrete spectrum that is periodic due to circularity.
Step-by-Step Solution:
Verification / Alternative check:
Standard signals texts depict FS with spectral lines at integer multiples; DTFT magnitude plots repeat every 2π; DFT bins are discrete and circularly periodic; FT spectra fill a continuum for aperiodic signals.
Why Other Options Are Wrong:
Common Pitfalls:
Confusing “periodic in time” with “periodic in frequency”. FS: time periodic → discrete spectrum; DTFT: time discrete → frequency periodic.
Final Answer:
A-1, B-4, C-2, D-3
Discussion & Comments