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High-Precision ADC Spectrum Testing under Non-Coherent Sampling Conditions
Xiaofei Peng1, Jie Li1, Debiao Zhang2
1National Key Laboratory for Electronic Measurement Technology, North University of China, Taiyuan 030051, China.
This study introduces a novel algorithm for accurate analog-to-digital converter (ADC) testing without requiring coherent sampling. The method reconstructs data to eliminate spectral leakage, enabling precise ADC parameter evaluation under relaxed conditions.
Area of Science:
- Electrical Engineering
- Signal Processing
- Measurement Science
Background:
- Coherent sampling is crucial for high-precision analog-to-digital converter (ADC) spectrum testing.
- Non-adherence to coherent sampling in spectrum analysis leads to spectral leakage and inaccurate test results.
Purpose of the Study:
- To develop a robust algorithm for accurate ADC testing that circumvents the need for coherent sampling.
- To eliminate spectral leakage and improve the precision of spectrum analysis in ADC testing.
Main Methods:
- A combined four-parameter sine-curve-fitting algorithm was developed for non-coherent sampling.
- The algorithm fits amplitude, initial phase, and frequency parameters of a sine wave.
- Reconstruction of test data by calculating and replacing with a coherent sine wave.
Main Results:
- Simulations confirmed the algorithm's functionality and robustness.
- The algorithm successfully processed and analyzed measured data from commercial high-precision ADCs.
- Accurate ADC parameter testing was achieved under relaxed test conditions.
Conclusions:
- The proposed algorithm effectively eliminates the requirement for coherent sampling in ADC testing.
- The method demonstrates superiority and effectiveness for precise ADC parameter evaluation.
- This scheme offers a more flexible and accurate approach to spectrum testing for high-precision ADCs.
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