AI says: It is not possible for an ADC-DAC system to reproduce an analog signal with 100% accuracy. There are inherent limitations and sources of error that prevent perfect reconstruction of the original analog signal.
Some of the key reasons why 100% accurate analog signal reproduction is not achievable with an ADC-DAC system include:
1. Quantization Error:
- The ADC can only represent the analog signal with a finite number of digital levels, based on its bit depth.
- This introduces quantization error, where the digital representation cannot perfectly match the continuous analog value.
- Even with high-resolution ADCs, there will always be some level of quantization error.
2. Sampling Limitations:
- The ADC can only capture the analog signal at discrete time intervals, based on the sampling rate.
- Any information between the sampling points is lost, leading to potential aliasing and distortion.
- Perfect reconstruction requires the sampling rate to be infinitely high, which is not practical.
3. Reconstruction Filter Limitations:
- The DAC requires a reconstruction filter to remove high-frequency artifacts introduced during the digital-to-analog conversion.
- However, the reconstruction filter cannot be an ideal brickwall filter, and it will always introduce some level of frequency-domain distortion.
4. Timing and Synchronization Errors:
- Precise timing and synchronization between the ADC and DAC sampling clocks are crucial for accurate signal reconstruction.
- Any jitter or timing mismatch between the clocks will result in timing errors, leading to signal degradation.
Due to these fundamental limitations, it is not possible to achieve 100% accurate analog signal reproduction using an ADC-DAC system. The best achievable performance will depend on factors like the ADC and DAC specifications, the system design, and the specific application requirements.
In practice, the goal is to minimize the various sources of error and achieve the highest possible fidelity within the constraints of the system. However, some level of error and deviation from the original analog signal will always be present.