Why the study?
Classical ADCs require global clocks that are expensive and power-hungry at high sampling rates, making clock-less sampling at the lowest possible rate desirable.
The proposed IF-TEM ADC architecture enables low-power sub-Nyquist sampling with accurate parameter retrieval.
Hardware prototype enables asynchronous sub-Nyquist sampling; leaves open validation across diverse signals and scales.
Analog-to-digital converters (ADCs) are key components of digital signal processing. Classical samplers in this framework are controlled by a global clock. At high sampling rates, clocks are expensive and power-hungry, thus increasing the cost and energy consumption of ADCs. It is, therefore, desirable to sample using a clock-less ADC at the lowest possible rate. An integrate-and-fire time-encoding machine (IF-TEM) is a time-based power-efficient asynchronous design that is not synced to a global clock. Finite-rate-of-innovation (FRI) signals, ubiquitous in various applications, have fewer degrees of freedom than the signal’s Nyquist rate, enabling sub-Nyquist sampling signal models. This work proposes a power-efficient IF-TEM ADC architecture and a sub-Nyquist sampling and FRI signal recovery. Using an IF-TEM, we implement in hardware the first sub-Nyquist time-based sampler, with a detailed hardware design. Our approach provides a robust and accurate method for estimating FRI parameters from IF-TEM data. The proposed hardware and reconstruction technique achieves parameter retrieval with errors up to −25 dB while operating at approximately one-tenth of the Nyquist rate, enabling low-power ADC architectures.
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Naaman et al. (2024) studied this question.
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