A mixed-signal implementation of an ADC-less ping-pong temporal front-end for sensor-to-photonic processing
| dc.contributor.author | Ariyak, Goker, author | |
| dc.contributor.author | Nikdast, Mahdi, author | |
| dc.contributor.author | ACM, publisher | |
| dc.date.accessioned | 2026-09-17T18:27:00Z | |
| dc.date.issued | 2026-06-22 | |
| dc.description.abstract | Edge sensing systems require front-end architectures that reduce data movement, latency, and energy before full downstream processing. This paper presents a mixed-signal implementation and system-level adaptation of an ADC-less ping-pong temporal sensor front-end for low-overhead frame-difference sensing. The underlying ping-pong PWM pixel principle is adopted from prior CMOS vision-sensor work; this paper does not claim the base ping-pong pixel concept itself as new. Instead, the contribution is the implementation, validation, and sensor-to-photonic interface adaptation of that temporal front-end. The adopted front-end uses odd/even phased analog state reuse and in-pixel temporal differencing to extract motion-relevant information before full-frame digitization. A PWM representation of temporal difference is digitized by a compact counter-based readout path, producing a DATA_VALID-qualified digital interface. Preliminary one-pixel mixed-signal results in a TSMC 0.18 μm environment demonstrate functionally correct operation, stable analog boundary waveforms, verified odd/even lane alternation, and repeatable interleaved 8-bit code capture. Simulation-extracted readout timing shows a 1.017 μs DATA_VALID window with zero odd/even overlap, while current architecture-level estimates indicate 70 μW to 75 μW total power and 700 fps to 1000 fps potential. The same front-end provides an electrical interface to a downstream near-sensor photonic processing stage, where temporally preprocessed outputs can be converted to optical activations rather than exporting raw image data. | |
| dc.format.medium | born digital | |
| dc.format.medium | articles | |
| dc.identifier | FACF_ACMOA_3787109.3816407.pdf | |
| dc.identifier.bibliographicCitation | Goker Ariyak and Mahdi Nikdast. 2026. A Mixed-Signal Implementation of an ADC-Less Ping-Pong Temporal Front-End for Sensor-to-Photonic Processing. In Great Lakes Symposium on VLSI 2026 (GLSVLSI '26), June 22-24, 2026, Canandaigua, NY, USA. ACM, New York, NY, USA, 4 pages. https://doi.org/10.1145/3787109.3816407 | |
| dc.identifier.doi | https://doi.org/10.1145/3787109.3816407 | |
| dc.identifier.uri | https://hdl.handle.net/10217/245563 | |
| dc.language | English | |
| dc.language.iso | eng | |
| dc.publisher | Colorado State University. Libraries | |
| dc.relation.ispartof | Publications | |
| dc.relation.ispartof | ACM DL Digital Library | |
| dc.rights.license | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | |
| dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0 | |
| dc.subject | ADC-less image sensor | |
| dc.subject | ping-pong pixel | |
| dc.subject | frame difference | |
| dc.subject | mixed-signal front-end | |
| dc.subject | PWM readout | |
| dc.subject | temporal sensing | |
| dc.subject | optical interface | |
| dc.subject | near-sensor photonic processing | |
| dc.title | A mixed-signal implementation of an ADC-less ping-pong temporal front-end for sensor-to-photonic processing | |
| dc.type | Text | |
| dc.type | Image |
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