ArticleLight, science & applications2026
Optical singularity protractor for rotating metrology with neuromorphic sensing.
Article in Light, science & applications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
The development of singular optics and vortex beams has facilitated numerous novel optical applications, with optical sensing being one prominent direction. By leveraging the rotational energy flow properties of vortex beams, rotational Doppler effect-based sensing for rotating objects has achieved significant progress. However, due to fundamental constraints of orbital angular momentum (OAM) and interferometry-based experimental methods, rotational Doppler sensing typically requires stringent axial alignment (single-point or multi-point) in practical scenarios, which limits their applicability. To address these limitations, this study focuses on developing rotating metrology utilizing singularities inherently associated with vortex phases, akin to the recently developed singularity ruler employing intrinsic/extrinsic modification of OAM density. In this work, we propose a sensing technique termed the "Optical Singularity Protractor (OSinP)", which utilizes the angular velocity of singularities to reflect the rotational speed of optical fields. To extend the stable singularity ruler to dynamic rotation sensing, we developed a real-time neuromorphic singularity perception system capable of acquiring microsecond-level-resolution time-series data regarding singularity positions and movement directions, thereby enabling the sensing of optical field rotation velocity. Furthermore, we challenged the OSinP system with practical constraints, notably off-axis rotation and non-steady-state velocity, to verify its robust operational capabilities. This singularity sensing technique distinguishes itself from traditional rotation sensing by introducing neuromorphic computing into topological structured light and holds promise for neuromorphic applications in fields with stringent energy-efficiency requirements, such as astronomical metrology and embodied intelligence.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.