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Related Concept Videos

Difference from Background: Limit of Detection01:05

Difference from Background: Limit of Detection

The limit of detection (LOD) is the smallest amount of analyte that can be distinguished from the background noise. The LOD value corresponds to the concentration at which the analyte signal is three times larger than the standard deviation of the blank signal. Below this value, the analyte signal cannot be differentiated from the background noise. It is calculated by dividing the calibration slope by 3 times the standard deviation of the blank signals.
The LOD indicates the presence or absence...
Uncertainty in Measurement: Reading Instruments02:46

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Counting is the type of measurement that is free from uncertainty, provided the number of objects being counted does not change during the process. Such measurements result in exact numbers. By counting the eggs in a carton, for instance, one can determine exactly how many eggs are there in the carton. Similarly, the numbers of defined quantities are also exact. For example, 1 foot is exactly 12 inches, 1 inch is exactly 2.54 centimeters, and 1 gram is exactly 0.001 kilograms. Quantities...
The Uncertainty Principle04:08

The Uncertainty Principle

Werner Heisenberg considered the limits of how accurately one can measure properties of an electron or other microscopic particles. He determined that there is a fundamental limit to how accurately one can measure both a particle’s position and its momentum simultaneously. The more accurate the measurement of the momentum of a particle is known, the less accurate the position at that time is known and vice versa. This is what is now called the Heisenberg uncertainty principle. He mathematically...
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Every measurement provides three kinds of information: the size or magnitude of the measurement (a number), a standard of comparison for the measurement (a unit), and an indication of the uncertainty of the measurement. While the number and unit are explicitly represented when a quantity is written, the uncertainty is an aspect of the errors in the measurement results.
NMR Spectrometers: Resolution and Error Correction01:14

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When magnetic nuclei in a sample achieve resonance and undergo relaxation, the signal detected in NMR is an approximately exponential free induction decay. Fourier transform of an exponential decay yields a Lorentzian peak in the frequency domain. Lorentzian peaks in an NMR spectrum are defined by their amplitude, full width at half maximum, and position, where the peak width is governed by the spin-spin relaxation time alone. In real experiments, however, the applied magnetic field is rendered...
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Scientists typically make repeated measurements of a quantity to ensure the quality of their findings and to evaluate both the precision and the accuracy of their results. Measurements are said to be precise if they yield very similar results when repeated in the same manner. A measurement is considered accurate if it yields a result that is very close to the true or the accepted value. Precise values agree with each other; accurate values agree with a true value.

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Updated: May 7, 2026

Measurement of Quantum Interference in a Silicon Ring Resonator Photon Source
12:19

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Published on: April 4, 2017

Noisy metrology beyond the standard quantum limit.

R Chaves1, J B Brask, M Markiewicz

  • 1ICFO-Institut de Ciències Fotòniques, Mediterranean Technology Park, 08860 Castelldefels, Barcelona, Spain and Institute for Physics, University of Freiburg, Rheinstrasse 10, D-79104 Freiburg, Germany.

Physical Review Letters
|October 8, 2013
PubMed
Summary

Quantum probes achieve superclassical precision in parameter estimation, even with noise. By orienting the noise and the system

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The Generation of Higher-order Laguerre-Gauss Optical Beams for High-precision Interferometry
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Last Updated: May 7, 2026

Measurement of Quantum Interference in a Silicon Ring Resonator Photon Source
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Published on: April 4, 2017

The Generation of Higher-order Laguerre-Gauss Optical Beams for High-precision Interferometry
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The Generation of Higher-order Laguerre-Gauss Optical Beams for High-precision Interferometry

Published on: August 12, 2013

Area of Science:

  • Quantum metrology
  • Quantum sensing
  • Atomic spectroscopy

Background:

  • Entangled probes offer precision gains over classical methods in noise-free scenarios.
  • Realistic noise typically limits quantum strategies to constant-factor improvements.

Purpose of the Study:

  • To identify conditions where quantum strategies can achieve superclassical precision scaling despite noise.
  • To explore the impact of noise direction on precision enhancement.

Main Methods:

  • Investigating parameter estimation using entangled probes under specific noise conditions.
  • Engineering the Hamiltonian evolution to be orthogonal to the noise direction.

Main Results:

  • Demonstrated superclassical precision scaling is achievable with spatially directed noise.
  • Identified a specific quantum state that optimizes precision in the presence of perpendicular noise and Hamiltonian evolution.

Conclusions:

  • Quantum advantage in precision estimation can be preserved and enhanced under specific noise configurations.
  • Strategic manipulation of noise and system evolution offers a pathway to overcome limitations in quantum metrology.