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Learn the role of analog bandwidth and signal-to-noise in timing for optimizing waveform digitizing. Discover how to measure timing accurately in an ideal system and address effects of noise, aperture jitter, and clock distribution in achieving high timing resolution. Understand the impact of Nyquist-Shannon theorem, sampling speed, and signal chain components on timing precision. Explore methods to enhance signal-to-noise ratio and achieve superior timing resolution in timing measurements.
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Stefan Ritt Paul Scherrer Institute The role of analog bandwidth and signal-to-noise in timing for waveform digitizing Timing Workshop, Chicago
Timing measurement How can we measure timing in an optimal system? Timing Workshop, Chicago
The ideal digitized signal • No noise • Always same height • Derive time from thresholdcrossing with interpolation Threshold Timing determined by “aperture jitter” Timing Workshop, Chicago
Aperture jitter Flash ADC Switched CapacitorArray Datasheet AD9222 (Analog Devices) PLL • Determined by write switch jitterplus inverter jitter • Measurements indicate typicalvalue 2-5 ps for current designs • Data sheet: <1ps • Measured indirectly thoughside-band of sine signal • AD Application Note AN501:50fs (clk) + 190fs (ADC) Timing Workshop, Chicago
Aperture jitter of clock distribution Timing Workshop, Chicago
The varying digitized signal • Signals with different amplitudetrigger at different times(“time walk”) Upper threshold Lower threshold • Time walk correction • Multi-level threshold • Constant-fraction discrimination J.-F. Genat et al., arXiv:0810.5590 (2008) Timing Workshop, Chicago
Effects of analog BW How does the analog bandwidth affect the timing ? Timing Workshop, Chicago
Realistic signal with noise Effect of rise time Noise affects timing! voltage noise band of signal timing jitter arising from voltage noise Noise Timing timing jitter is much smaller for faster rise-time Timing Workshop, Chicago
Nyquist-Shannon Theorem If a function x(t) contains no frequencies higher than F Hertz, it is completely determinedby giving its ordinates at a series of points spaced 1/2F seconds apart. Nyquist-Shannon fulfilled Nyquist-Shannon not fulfilled • If a detector produces frequencies up to 500 MHz (0.6 ns rise time), all information from that detector is recorded if sampled at 1 GSPS with good enough signal-to-noise (SNR) ratio • Sampling speed above Nyquist adds redundant points which improve the SNR
Does higher sampling speed help? = • Higher sampling speed adds only redundant points if Nyquist is fulfilled • If noise comes from chip → reduce noise √2 • Equivalent to double sampling of points PSI,
How is timing resolution affected? voltage noise Du signal height U timing uncertainty Dt rise time tr Simplified estimation! number of samples on slope Timing Workshop, Chicago
How is timing resolution affected? Assumes zeroaperture jitter today: optimized SNR: next generation: next generation optimized SNR: How to achieve this? includes detector noise in the frequency region of the rise time and aperture jitter Timing Workshop, Chicago
Effect of S/N • S/N ratio goes linearly into timing resolution! • Analog BW and sampling speed will soon hit some “hard” limits (3-5 GHz, ~20 GSPS) • Preamplifier makes sense if detector noise is smaller than SCA internal noise • In the end, higher timing resolution will be the battle of noise→ Eric’s talk tomorrow PCB SCA f ADC Det. Timing Workshop, Chicago
What limits the BW? Which are the crucial points in the signal chain? Timing Workshop, Chicago
Detector (covered in next talks) Connector (LEMO connector has a BW of ∼500 MHz) Cable (RG58: 5 m has a -3db BW of 1 GHz) PCB Preamplifier Chip package On-chip bus Analog cell switch Storage capacitor Signal Chain PCB Chip Det. Cpar Timing Workshop, Chicago
Amplifier 750 MHz ∼40pF Cpar Timing Workshop, Chicago
Effects from the chip → Tomorrow’s talk Timing Workshop, Chicago
Conclusions Optimize BW of detector Optimize BW of transmission Optimize S/N for digitization Fit digitization B/W to signal Fulfill Nyquist-Shannon Timing Workshop, Chicago