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Published on: June 25, 2021
A phase delay calibration method in digital bandwidth interleaving acquisition system
Xuefeng Dai1, Peng Ye2, Kuojun Yang1
1School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu 611731, People's Republic of China.
This study introduces a robust regression algorithm for Digital Bandwidth Interleaving (DBI) systems to calibrate phase delays. The new method enhances signal reconstruction and improves spurious-free dynamic range in high-speed data acquisition.
Area of Science:
- Electrical Engineering
- Signal Processing
- Data Acquisition Systems
Background:
- Digital Bandwidth Interleaving (DBI) extends data acquisition bandwidth.
- Phase delay calibration between subbands is critical for signal reconstruction in DBI.
- Existing methods struggle with outliers from phase noise and jitter.
Purpose of the Study:
- To develop a robust regression algorithm for precise inter-subband phase delay calibration in DBI systems.
- To improve signal reconstruction performance by mitigating phase misalignment.
- To enhance the anti-noise capability of ultrahigh-speed acquisition systems.
Main Methods:
- Modeling inter-subband phase delay calibration as a robust regression problem.
- Proposing a robust regression algorithm using overlapping-band phase difference for calibration.
- Estimating linear phase delay and phase offset while resisting outliers.
Main Results:
- The proposed algorithm effectively compensates for inter-subband phase misalignment.
- Spurious-free dynamic range (SFDR) improved from 58.73 dBc to 63.94 dBc.
- Maintained an effective number of bits (ENOB) of 6.12b at a 16 GHz input.
Conclusions:
- The robust regression scheme precisely calibrates phase delays in DBI systems.
- The method enhances SFDR and maintains ENOB, proving effective for ultrahigh-speed acquisition.
- The scheme minimizes hardware complexity and improves anti-noise capability.
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