ReviewSmall (Weinheim an der Bergstrasse, Germany)2022
Real-Time Feedback-Driven Single-Particle Tracking: A Survey and Perspective.
Review in Small (Weinheim an der Bergstrasse, Germany), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 13 papers.
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
13 citing papers in PubMed, 22 citations in OpenAlex.
- Doppler-encoded Mie scattering rainbow of flying particles.Science advances · 2026Article
- Objective clustering protocol for single-molecule data: A lifetime vs. intensity study.Biophysical reports · 2026Article
- 3D Single-Virus Tracking: Advances in Methodology and Labeling Strategies Towards Probing the Virus-Epithelium Interaction.Viruses · 2026Review
- High-speed 3D single-virus tracking reveals actin-aided viral trafficking of SARS-CoV-2 on the plasma membrane.bioRxiv : the preprint server for biology · 2026Article
- Review
- Perspective: An outlook on fluorescence tracking.The Journal of chemical physics · 2025Article
- Super-Resolving Particle Diffusion Heterogeneity in Porous Hydrogels via High-Speed 3D Active-Feedback Single-Particle Tracking Microscopy.Small (Weinheim an der Bergstrasse, Germany) · 2025Article
- Super-resolving particle diffusion heterogeneity in porous hydrogels via high-speed 3D active-feedback single-particle tracking microscopy.bioRxiv : the preprint server for biology · 2025Article
- Article
- 4D Single-particle tracking with asynchronous read-out single-photon avalanche diode array detector.Nature communications · 2024Article
- Active-Feedback 3D Single-Molecule Tracking Using a Fast-Responding Galvo Scanning Mirror.The journal of physical chemistry. A · 2023Article
- Information optimization of laser scanning microscopes for real-time feedback-driven single particle tracking.Optics express · 2023Article
- Combined online Bayesian and windowed estimation of background and signal localization facilitates active-feedback particle tracking in complex environments.The Journal of chemical physics · 2022Article
Corrections and comments
- Erratum issued
Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
Abstract
Real-time feedback-driven single-particle tracking (RT-FD-SPT) is a class of techniques in the field of single-particle tracking that uses feedback control to keep a particle of interest in a detection volume. These methods provide high spatiotemporal resolution on particle dynamics and allow for concurrent spectroscopic measurements. This review article begins with a survey of existing techniques and of applications where RT-FD-SPT has played an important role. Each of the core components of RT-FD-SPT are systematically discussed in order to develop an understanding of the trade-offs that must be made in algorithm design and to create a clear picture of the important differences, advantages, and drawbacks of existing approaches. These components are feedback tracking and control, ranging from simple proportional-integral-derivative control to advanced nonlinear techniques, estimation to determine particle location from the measured data, including both online and offline algorithms, and techniques for calibrating and characterizing different RT-FD-SPT methods. Then a collection of metrics for RT-FD-SPT is introduced to help guide experimentalists in selecting a method for their particular application and to help reveal where there are gaps in the techniques that represent opportunities for further development. Finally, this review is concluded with a discussion on future perspectives in the field.
Indexed as
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.