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Real-Time Feedback-Driven Single-Particle Tracking: A Survey and Perspective.

Bertus van Heerden1,2, Nicholas A Vickers3, Tjaart P J Krüger1,2

  • 1Department of Physics, University of Pretoria, Pretoria, 0002, South Africa.

Small (Weinheim an Der Bergstrasse, Germany)
|June 27, 2022
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Summary
This summary is machine-generated.

Real-time feedback-driven single-particle tracking (RT-FD-SPT) enhances particle dynamics studies with high spatiotemporal resolution. This review details RT-FD-SPT methods, components, and applications, guiding future research.

Keywords:
active feedback trackingsingle molecule spectroscopysingle-particle tracking

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Area of Science:

  • Physics
  • Chemistry
  • Biophysics

Background:

  • Single-particle tracking (SPT) techniques are crucial for observing molecular dynamics.
  • Existing SPT methods often face limitations in spatiotemporal resolution and concurrent measurements.
  • Real-time feedback-driven single-particle tracking (RT-FD-SPT) offers a solution by actively controlling particle position.

Purpose of the Study:

  • To provide a comprehensive review of RT-FD-SPT techniques.
  • To systematically analyze the core components and trade-offs in RT-FD-SPT algorithm design.
  • To guide experimentalists in selecting and developing RT-FD-SPT methods.

Main Methods:

  • Survey of existing RT-FD-SPT techniques and their applications.
  • Systematic discussion of feedback control, estimation algorithms (online/offline), and calibration methods.
  • Introduction of metrics for evaluating and comparing RT-FD-SPT performance.

Main Results:

  • Detailed comparison of different feedback control strategies (PID, nonlinear).
  • Analysis of various particle localization estimation algorithms.
  • Identification of strengths, weaknesses, and trade-offs for diverse RT-FD-SPT approaches.

Conclusions:

  • RT-FD-SPT enables high-resolution studies of particle dynamics and simultaneous spectroscopic measurements.
  • Understanding core components and metrics is vital for method selection and development.
  • The field presents opportunities for further advancements in RT-FD-SPT techniques.