In signal systems, which statement about D/A (digital-to-analog) conversion is correct if the goal is to reproduce the original band-limited signal accurately from discrete samples?

Difficulty: Easy

Correct Answer: It must be passed through a reconstruction (low-pass) filter to recover the original signal accurately

Explanation:


Introduction / Context:
Digital-to-analog conversion transforms discrete-time, quantized samples back into a continuous-time waveform. The output of a basic zero-order hold (ZOH) DAC is a staircase signal that contains the desired baseband along with spectral images centered at multiples of the sampling frequency. Recovering a high-fidelity analog signal requires proper filtering at the output.



Given Data / Assumptions:

  • The input is band-limited and adequately sampled before conversion.
  • The DAC output without filtering includes images and high-frequency components.
  • We seek the statement that is generally true for accurate reconstruction.


Concept / Approach:
The correct practice is to employ a reconstruction (anti-imaging) low-pass filter after the DAC to remove images while preserving the baseband. Statement (b) confuses A/D sampling criteria (Nyquist) with D/A itself; Nyquist pertains to how fast one must sample to avoid aliasing at acquisition. Statement (a) is false because a DAC produces an analog voltage/current, not a binary code. Therefore, the accurate choice is the requirement for post-DAC filtering.



Step-by-Step Solution:

1) Recognize that DAC outputs include staircase artifacts and images.2) Apply reconstruction filtering to remove images above the baseband.3) Note that sampling-rate criteria are acquisition-side requirements, not D/A outputs.4) Conclude that proper low-pass filtering is essential for accurate recovery.


Verification / Alternative check:
Textbook DAC block diagrams always show a reconstruction filter following the hold stage to attenuate images at fs, 2fs, and so on.


Why Other Options Are Wrong:

Binary code as final output: describes digital, not analog, output.Sampling at 1/2 highest frequency: misapplies Nyquist; also, the sampling rate must exceed 2*fmax, not equal to 1/2 of it.Both (b) and (c): partly incorrect because (b) is wrong; only (c) holds.None: incorrect because a correct statement exists.


Common Pitfalls:
Assuming the DAC alone yields a smooth waveform; ignoring reconstruction filtering and proper anti-imaging design.


Final Answer:
It must be passed through a reconstruction (low-pass) filter to recover the original signal accurately

More Questions from Automation System

Discussion & Comments

No comments yet. Be the first to comment!
Join Discussion