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Insights on High-Speed ADC Limitations
Sep 3, 2024
Notes on Gabrielle Manganaro's Talk on High-Speed ADCs
Speaker Introduction
Gabrielle Manganaro
Doctor engineer in 1994, PhD in 1997 in electronics from the University of Catania, Italy.
Worked with Texas Instruments, National Semiconductor, Analog Devices.
Director of Technology at Mediatech since 2001.
Co-authored over 65 papers, 3 books (notably
Advanced Data Converters
by Cambridge University Press, 2011).
Holder of 19 US patents.
Fellow of IEEE (2016) and IET (2009).
President for Publications for the IEEE Signal Processing Society (2023-2024).
Presentation Overview
Main Focus
: Discussing non-ideality limitations in high-speed ADCs, rather than improving ADCs themselves.
Key Non-Idealities Addressed
:
Input Bandwidth Limitations
Sampling Clock Jitter
Key Points
1. Input Bandwidth Limitations
Strays from PCB, packaging, and ADC contribute to bandwidth limitations
:
High-speed ADCs can perform poorly due to these strays.
Sample Rate vs. Input Bandwidth
:
Example: ADCs sampling at 10 GHz may only have effective input bandwidth of 6-8 GHz.
Need to solve this issue to exploit high sample rates effectively.
2. Sampling Clock Jitter
Impact of Jitter on Sampling
:
Clock jitter introduces noise and affects the sampling time.
Results in errors in the digital representation of the signal.
Statistical Distribution of Jitter
:
Jitter RMS value directly impacts SNR.
Example: Acceptable jitter for 10-bit ADC at 1 GHz is around 160 fs RMS.
Frequency Domain Impact
:
Phase noise increases jitter effects, causing large noise skirts.
Solutions Proposed
Input Bandwidth Extension
Bandwidth Extension and Signal Conditioning
:
Need to filter and adjust signal amplitudes before supply to the ADC.
Proposed architecture includes:
Variable gain amplifier
Fixed gain amplifier
Attenuator to maintain bandwidth while adjusting gain.
LC filtering integrated to avoid bandwidth degradation.
Results
:
Achieved input bandwidth extension up to 30 GHz.
Continuous Time Pipelining to Mitigate Clock Jitter
Continuous Time ADC Structure
:
Moves the sample hold function within the ADC to mitigate jitter effects.
Uses sub-ADCs for MSBs and further stages for LSBs.
Jitter Mitigation Techniques
:
Interleaved sampling clocks increase effective sampling frequency, reducing jitter impact.
Results in 3 dB better digital tolerance to clock jitter.
Challenges and Considerations
Power Consumption
: High-performance ADCs often require significant power, especially for clock generation.
Radiation Tolerance
: Discussed but indicated that the design was not intended for radiation-hard applications.
Further Research Directions
: Improvements in low-power biasing for ultra-low power circuits were hinted at as an area of interest.
Conclusion
Summary of Achievements
:
Presented a methodology for overcoming limitations in high-speed ADCs.
Demonstrated effective techniques to enhance performance while managing power consumption.
Audience Questions
Addressed various inquiries from the audience regarding applications and future improvements in the ADC design.
Included discussions on practical applications stemming from Manganaro's research and insights on future trends in the field.
Note for Review:
Be sure to study Manganaro's papers for deeper insights into his research and contributions!
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Full transcript